Notice: The reproducibility variables underlying each score are classified using an automated LLM-based pipeline, validated against a manually labeled dataset. LLM-based classification introduces uncertainty and potential bias; scores should be interpreted as estimates. Full accuracy metrics and methodology are described in [1].

International Conference on Machine Learning (ICML) - 2024

Website:

Venue Year Papers
Reproducibility Score Reproducibility Score based on Gundersen et al. (2025)
Documentation Score Global mean is the average score over the seven reproducibility variables for empirical research papers.
% Empirical Percentage of papers that are empirical research vs theoretical research
% Industry Percentage of empirical research papers with at least one author from Industry
Website
ICML 2024 2610 0.62 4.11 93.03% 39.99%
Pseudocode
Open Source Code
Open Datasets
Dataset Splits
Hardware Specification
Software Dependencies
Experiment Setup
$H$-Consistency Guarantees for Regression ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
$S^2$IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
$\bfΞ¦_\textrmFlow$: Differentiable Simulations for PyTorch, TensorFlow and Jax ❌ βœ… ❌ ❌ βœ… ❌ βœ… 3
$\mathttVITS$ : Variational Inference Thompson Sampling for contextual bandits βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
$\rm E(3)$-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
$\textttMoE-RBench$: Towards Building Reliable Language Models with Sparse Mixture-of-Experts ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
$f$-Divergence Based Classification: Beyond the Use of Cross-Entropy ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
3D Geometric Shape Assembly via Efficient Point Cloud Matching ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
3D-VLA: A 3D Vision-Language-Action Generative World Model ❌ ❌ βœ… ❌ βœ… βœ… βœ… 4
A Bayesian Approach to Online Planning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
A Closer Look at the Limitations of Instruction Tuning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
A Computational Framework for Solving Wasserstein Lagrangian Flows βœ… βœ… βœ… βœ… ❌ ❌ ❌ 4
A Contextual Combinatorial Bandit Approach to Negotiation βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
A Dense Reward View on Aligning Text-to-Image Diffusion with Preference βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
A Differentiable Partially Observable Generalized Linear Model with Forward-Backward Message Passing ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimization ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
A Distributional Analogue to the Successor Representation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
A Doubly Recursive Stochastic Compositional Gradient Descent Method for Federated Multi-Level Compositional Optimization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
A Dual-module Framework for Counterfactual Estimation over Time βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
A Dynamic Algorithm for Weighted Submodular Cover Problem βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
A Dynamical Model of Neural Scaling Laws ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
A Federated Stochastic Multi-level Compositional Minimax Algorithm for Deep AUC Maximization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
A Field Guide for Pacing Budget and ROS Constraints βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
A Fine-grained Analysis of Fitted Q-evaluation: Beyond Parametric Models ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
A Fixed-Point Approach for Causal Generative Modeling βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
A General Framework for Learning from Weak Supervision βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
A General Framework for Sequential Decision-Making under Adaptivity Constraints βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
A General Online Algorithm for Optimizing Complex Performance Metrics βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts ❌ ❌ ❌ ❌ ❌ βœ… βœ… 2
A Generative Approach for Treatment Effect Estimation under Collider Bias: From an Out-of-Distribution Perspective βœ… βœ… βœ… βœ… βœ… βœ… ❌ 6
A Geometric Decomposition of Finite Games: Convergence vs. Recurrence under Exponential Weights ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
A Geometric Explanation of the Likelihood OOD Detection Paradox βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
A Global Geometric Analysis of Maximal Coding Rate Reduction ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
A Graph is Worth $K$ Words: Euclideanizing Graph using Pure Transformer βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
A Hierarchical Adaptive Multi-Task Reinforcement Learning Framework for Multiplier Circuit Design ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
A Language Model’s Guide Through Latent Space ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
A Linear Time and Space Local Point Cloud Geometry Encoder via Vectorized Kernel Mixture (VecKM) βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
A Minimaximalist Approach to Reinforcement Learning from Human Feedback βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
A Multimodal Automated Interpretability Agent ❌ βœ… βœ… βœ… ❌ βœ… βœ… 5
A Near-Linear Time Approximation Algorithm for Beyond-Worst-Case Graph Clustering βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from Data βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
A Neural-Preconditioned Poisson Solver for Mixed Dirichlet and Neumann Boundary Conditions βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
A New Branch-and-Bound Pruning Framework for $\ell_0$-Regularized Problems βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
A New Computationally Efficient Algorithm to solve Feature Selection for Functional Data Classification in High-dimensional Spaces βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
A New Linear Scaling Rule for Private Adaptive Hyperparameter Optimization βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
A New Robust Partial p-Wasserstein-Based Metric for Comparing Distributions ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
A New Theoretical Perspective on Data Heterogeneity in Federated Optimization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
A Persuasive Approach to Combating Misinformation ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
A Probabilistic Approach to Learning the Degree of Equivariance in Steerable CNNs βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
A Provable Decision Rule for Out-of-Distribution Detection βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
A Rate-Distortion View of Uncertainty Quantification βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
A Resilient and Accessible Distribution-Preserving Watermark for Large Language Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
A Single-Loop Robust Policy Gradient Method for Robust Markov Decision Processes βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules? βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
A Space Group Symmetry Informed Network for O(3) Equivariant Crystal Tensor Prediction ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
A Sparsity Principle for Partially Observable Causal Representation Learning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
A Statistical Framework for Data-dependent Retrieval-Augmented Models ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
A Statistical Theory of Regularization-Based Continual Learning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
A Study of First-Order Methods with a Deterministic Relative-Error Gradient Oracle βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
A Subquadratic Time Algorithm for Robust Sparse Mean Estimation βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
A Tale of Tails: Model Collapse as a Change of Scaling Laws ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
A Tensor Decomposition Perspective on Second-order RNNs ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
A Theoretical Analysis of Backdoor Poisoning Attacks in Convolutional Neural Networks ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
A Theory of Fault-Tolerant Learning ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
A Touch, Vision, and Language Dataset for Multimodal Alignment ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
A Unified Adaptive Testing System Enabled by Hierarchical Structure Search βœ… βœ… βœ… βœ… βœ… ❌ ❌ 5
A Unified Framework for Learning with Nonlinear Model Classes from Arbitrary Linear Samples ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
A Unified Linear Programming Framework for Offline Reward Learning from Human Demonstrations and Feedback ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
A Unified View of FANOVA: A Comprehensive Bayesian Framework for Component Selection and Estimation ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
A Universal Class of Sharpness-Aware Minimization Algorithms βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
A Universal Transfer Theorem for Convex Optimization Algorithms Using Inexact First-order Oracles βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
A connection between Tempering and Entropic Mirror Descent βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
A decoder-only foundation model for time-series forecasting ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
A fast algorithm to simulate nonlinear resistive networks ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
A sampling theory perspective on activations for implicit neural representations ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
A2Q+: Improving Accumulator-Aware Weight Quantization ❌ ❌ βœ… ❌ ❌ βœ… βœ… 3
A3S: A General Active Clustering Method with Pairwise Constraints βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
ACM-MILP: Adaptive Constraint Modification via Grouping and Selection for Hardness-Preserving MILP Instance Generation βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
ACPO: A Policy Optimization Algorithm for Average MDPs with Constraints βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
AD3: Implicit Action is the Key for World Models to Distinguish the Diverse Visual Distractors βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
AI Alignment with Changing and Influenceable Reward Functions βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
AI Control: Improving Safety Despite Intentional Subversion ❌ βœ… βœ… ❌ ❌ βœ… βœ… 4
ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
AMPA: Adaptive Mixed Precision Allocation for Low-Bit Integer Training βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
AND: Audio Network Dissection for Interpreting Deep Acoustic Models βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
ATraDiff: Accelerating Online Reinforcement Learning with Imaginary Trajectories βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Absolute Policy Optimization: Enhancing Lower Probability Bound of Performance with High Confidence βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Accelerated Algorithms for Constrained Nonconvex-Nonconcave Min-Max Optimization and Comonotone Inclusion βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Accelerated Policy Gradient for s-rectangular Robust MDPs with Large State Spaces βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Accelerated Policy Gradient: On the Convergence Rates of the Nesterov Momentum for Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Accelerated Speculative Sampling Based on Tree Monte Carlo βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Accelerating Convergence in Bayesian Few-Shot Classification βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Accelerating Convergence of Score-Based Diffusion Models, Provably ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Accelerating Federated Learning with Quick Distributed Mean Estimation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Accelerating Heterogeneous Federated Learning with Closed-form Classifiers βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Accelerating Iterative Retrieval-augmented Language Model Serving with Speculation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Accelerating Legacy Numerical Solvers by Non-intrusive Gradient-based Meta-solving βœ… βœ… ❌ βœ… βœ… ❌ βœ… 5
Accelerating Look-ahead in Bayesian Optimization: Multilevel Monte Carlo is All you Need βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Accelerating PDE Data Generation via Differential Operator Action in Solution Space βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Accelerating Parallel Sampling of Diffusion Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Accelerating Transformer Pre-training with 2:4 Sparsity βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Accurate LoRA-Finetuning Quantization of LLMs via Information Retention βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Achieving Lossless Gradient Sparsification via Mapping to Alternative Space in Federated Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Achieving Margin Maximization Exponentially Fast via Progressive Norm Rescaling βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Acquiring Diverse Skills using Curriculum Reinforcement Learning with Mixture of Experts βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Acquisition Conditioned Oracle for Nongreedy Active Feature Acquisition βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Activation-Descent Regularization for Input Optimization of ReLU Networks βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Active Adaptive Experimental Design for Treatment Effect Estimation with Covariate Choice βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Active Label Correction for Semantic Segmentation with Foundation Models βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Active Preference Learning for Large Language Models βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Active Ranking and Matchmaking, with Perfect Matchings βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Active Statistical Inference βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Adapting Pretrained ViTs with Convolution Injector for Visuo-Motor Control ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Adaptive Accompaniment with ReaLchords ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Adaptive Advantage-Guided Policy Regularization for Offline Reinforcement Learning βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Adaptive Conformal Inference by Betting βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Adaptive Group Personalization for Federated Mutual Transfer Learning βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Adaptive Horizon Actor-Critic for Policy Learning in Contact-Rich Differentiable Simulation βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Adaptive Observation Cost Control for Variational Quantum Eigensolvers βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Adaptive Online Experimental Design for Causal Discovery βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Adaptive Proximal Gradient Methods Are Universal Without Approximation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Adaptive Robust Learning using Latent Bernoulli Variables βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Adaptive Stabilization Based on Machine Learning for Column Generation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Adaptive Text Watermark for Large Language Models βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Adaptive-Gradient Policy Optimization: Enhancing Policy Learning in Non-Smooth Differentiable Simulations βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Adaptively Learning to Select-Rank in Online Platforms βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Adaptively Perturbed Mirror Descent for Learning in Games βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
AdsorbDiff: Adsorbate Placement via Conditional Denoising Diffusion βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Advancing DRL Agents in Commercial Fighting Games: Training, Integration, and Agent-Human Alignment ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
Advancing Dynamic Sparse Training by Exploring Optimization Opportunities βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Adversarial Attacks on Combinatorial Multi-Armed Bandits βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Adversarially Robust Deep Multi-View Clustering: A Novel Attack and Defense Framework βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Adversarially Robust Hypothesis Transfer Learning ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
AegisFL: Efficient and Flexible Privacy-Preserving Byzantine-Robust Cross-silo Federated Learning βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Agent Instructs Large Language Models to be General Zero-Shot Reasoners ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPs βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Agnostic Interactive Imitation Learning: New Theory and Practical Algorithms βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Agnostic Learning of Mixed Linear Regressions with EM and AM Algorithms βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Agnostic Sample Compression Schemes for Regression βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Ai-sampler: Adversarial Learning of Markov kernels with involutive maps βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Algorithm and Hardness for Dynamic Attention Maintenance in Large Language Models βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Algorithmic Stability Unleashed: Generalization Bounds with Unbounded Losses ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Aligned Objective for Soft-Pseudo-Label Generation in Supervised Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Aligning Transformers with Weisfeiler-Leman ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
All-in-one simulation-based inference βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Allocation Requires Prediction Only if Inequality Is Low ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
AlphaFold Meets Flow Matching for Generating Protein Ensembles βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and Training βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Ambiguity-Aware Abductive Learning βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Ameliorate Spurious Correlations in Dataset Condensation ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Amortized Equation Discovery in Hybrid Dynamical Systems ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Amortized Variational Deep Kernel Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Amortizing Pragmatic Program Synthesis with Rankings βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
An Analysis of Linear Time Series Forecasting Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
An Effective Dynamic Gradient Calibration Method for Continual Learning βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
An Efficient Maximal Ancestral Graph Listing Algorithm βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
An Embodied Generalist Agent in 3D World ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
An Empirical Study Into What Matters for Calibrating Vision-Language Models ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
An Empirical Study of Realized GNN Expressiveness ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
An Explicit Frame Construction for Normalizing 3D Point Clouds ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
An Image is Worth Multiple Words: Discovering Object Level Concepts using Multi-Concept Prompt Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
An Improved Finite-time Analysis of Temporal Difference Learning with Deep Neural Networks βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
An Independence-promoting Loss for Music Generation with Language Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
An Infinite-Width Analysis on the Jacobian-Regularised Training of a Neural Network ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
An Information Theoretic Approach to Interaction-Grounded Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
An Information-Theoretic Analysis of In-Context Learning ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
An Interpretable Evaluation of Entropy-based Novelty of Generative Models βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
An Intrinsic Vector Heat Network ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
An Iterative Min-Min Optimization Method for Sparse Bayesian Learning βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
An LLM Compiler for Parallel Function Calling ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
An Online Optimization Perspective on First-Order and Zero-Order Decentralized Nonsmooth Nonconvex Stochastic Optimization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
An Unsupervised Approach for Periodic Source Detection in Time Series ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
An amortized approach to non-linear mixed-effects modeling based on neural posterior estimation βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Analysis for Abductive Learning and Neural-Symbolic Reasoning Shortcuts ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Analyzing $D^Ξ±$ seeding for $k$-means ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Antibody Design Using a Score-based Diffusion Model Guided by Evolutionary, Physical and Geometric Constraints βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu’s formula ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Approximate Nearest Neighbor Search with Window Filters βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Arrows of Time for Large Language Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
ArtWhisperer: A Dataset for Characterizing Human-AI Interactions in Artistic Creations βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Assessing Large Language Models on Climate Information ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Asymmetry in Low-Rank Adapters of Foundation Models ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Asymptotically Optimal and Computationally Efficient Average Treatment Effect Estimation in A/B testing ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Asymptotics of Learning with Deep Structured (Random) Features ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Asymptotics of feature learning in two-layer networks after one gradient-step ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
AttNS: Attention-Inspired Numerical Solving For Limited Data Scenarios βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Attack-free Evaluating and Enhancing Adversarial Robustness on Categorical Data βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Attention Meets Post-hoc Interpretability: A Mathematical Perspective ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
AttnLRP: Attention-Aware Layer-Wise Relevance Propagation for Transformers ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Attribute Based Interpretable Evaluation Metrics for Generative Models ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Auctionformer: A Unified Deep Learning Algorithm for Solving Equilibrium Strategies in Auction Games ❌ βœ… ❌ βœ… βœ… ❌ βœ… 4
Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Auditing Private Prediction βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Augmenting Decision with Hypothesis in Reinforcement Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Autaptic Synaptic Circuit Enhances Spatio-temporal Predictive Learning of Spiking Neural Networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Auto-Encoding Morph-Tokens for Multimodal LLM ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Auto-Linear Phenomenon in Subsurface Imaging ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Auto-Regressive Next-Token Predictors are Universal Learners ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
AutoOS: Make Your OS More Powerful by Exploiting Large Language Models βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Autoencoding Conditional Neural Processes for Representation Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Autoformalizing Euclidean Geometry βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Automated Loss function Search for Class-imbalanced Node Classification βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Automated Statistical Model Discovery with Language Models βœ… ❌ βœ… ❌ ❌ βœ… βœ… 4
Automating the Selection of Proxy Variables of Unmeasured Confounders βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Autonomous Sparse Mean-CVaR Portfolio Optimization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Averaging $n$-step Returns Reduces Variance in Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
BAGEL: Bootstrapping Agents by Guiding Exploration with Language ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
BAT: Learning to Reason about Spatial Sounds with Large Language Models ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
BECoTTA: Input-dependent Online Blending of Experts for Continual Test-time Adaptation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
BLO-SAM: Bi-level Optimization Based Finetuning of the Segment Anything Model for Overfitting-Preventing Semantic Segmentation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
BOtied: Multi-objective Bayesian optimization with tied multivariate ranks βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
BWS: Best Window Selection Based on Sample Scores for Data Pruning across Broad Ranges βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Balanced Resonate-and-Fire Neurons βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Balancing Feature Similarity and Label Variability for Optimal Size-Aware One-shot Subset Selection βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Balancing Similarity and Complementarity for Federated Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Barrier Algorithms for Constrained Non-Convex Optimization βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Batch Singular Value Polarization and Weighted Semantic Augmentation for Universal Domain Adaptation ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Batch and match: black-box variational inference with a score-based divergence βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
BayOTIDE: Bayesian Online Multivariate Time Series Imputation with Functional Decomposition βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Bayesian Adaptation of Network Depth and Width for Continual Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Bayesian Design Principles for Offline-to-Online Reinforcement Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Bayesian Exploration Networks βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Bayesian Optimization of Function Networks with Partial Evaluations βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Bayesian Power Steering: An Effective Approach for Domain Adaptation of Diffusion Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Bayesian Program Learning by Decompiling Amortized Knowledge ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Bayesian Regret Minimization in Offline Bandits βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Bayesian Uncertainty for Gradient Aggregation in Multi-Task Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Be Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Behavior Generation with Latent Actions ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
BeigeMaps: Behavioral Eigenmaps for Reinforcement Learning from Images βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Benchmarking Deletion Metrics with the Principled Explanations βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Benign Overfitting in Adversarial Training of Neural Networks βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Benign Overfitting in Two-Layer ReLU Convolutional Neural Networks for XOR Data ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Best Arm Identification for Stochastic Rising Bandits βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Best of Both Worlds Guarantees for Smoothed Online Quadratic Optimization βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Better & Faster Large Language Models via Multi-token Prediction ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Better Locally Private Sparse Estimation Given Multiple Samples Per User βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Better Safe than Sorry: Pre-training CLIP against Targeted Data Poisoning and Backdoor Attacks βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
BetterV: Controlled Verilog Generation with Discriminative Guidance ❌ ❌ βœ… ❌ βœ… βœ… βœ… 4
Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Beyond Implicit Bias: The Insignificance of SGD Noise in Online Learning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Beyond Individual Input for Deep Anomaly Detection on Tabular Data βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Beyond Point Prediction: Score Matching-based Pseudolikelihood Estimation of Neural Marked Spatio-Temporal Point Process βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains ❌ βœ… βœ… ❌ βœ… ❌ ❌ 3
Beyond Sole Strength: Customized Ensembles for Generalized Vision-Language Models ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Beyond the Calibration Point: Mechanism Comparison in Differential Privacy βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Beyond the Norms: Detecting Prediction Errors in Regression Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets βœ… ❌ βœ… βœ… ❌ βœ… βœ… 5
BiE: Bi-Exponent Block Floating-Point for Large Language Models Quantization ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
BiLLM: Pushing the Limit of Post-Training Quantization for LLMs βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Bias of Stochastic Gradient Descent or the Architecture: Disentangling the Effects of Overparameterization of Neural Networks ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Bidirectional Reciprocative Information Communication for Few-Shot Semantic Segmentation ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Bifurcated Attention for Single-Context Large-Batch Sampling βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Biharmonic Distance of Graphs and its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Binary Decomposition: A Problem Transformation Perspective for Open-Set Semi-Supervised Learning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Bipartite Matching in Massive Graphs: A Tight Analysis of EDCS βœ… βœ… ❌ ❌ βœ… βœ… βœ… 5
Bivariate Causal Discovery using Bayesian Model Selection ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Block Acceleration Without Momentum: On Optimal Stepsizes of Block Gradient Descent for Least-Squares ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Boosting Offline Optimizers with Surrogate Sensitivity βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Boosting Reinforcement Learning with Strongly Delayed Feedback Through Auxiliary Short Delays βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Bootstrap AutoEncoders With Contrastive Paradigm for Self-supervised Gaze Estimation ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Bootstrapping Fisher Market Equilibrium and First-Price Pacing Equilibrium ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Borda Regret Minimization for Generalized Linear Dueling Bandits βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Bottleneck-Minimal Indexing for Generative Document Retrieval ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Bounding the Excess Risk for Linear Models Trained on Marginal-Preserving, Differentially-Private, Synthetic Data βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Box Facets and Cut Facets of Lifted Multicut Polytopes ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Boximator: Generating Rich and Controllable Motions for Video Synthesis ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Breadth-First Exploration on Adaptive Grid for Reinforcement Learning βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Break the Sequential Dependency of LLM Inference Using Lookahead Decoding βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Breaking the Barrier: Enhanced Utility and Robustness in Smoothed DRL Agents βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Breaking through the learning plateaus of in-context learning in Transformer ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Bridging Data Gaps in Diffusion Models with Adversarial Noise-Based Transfer Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Bridging Environments and Language with Rendering Functions and Vision-Language Models βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses ❌ βœ… βœ… ❌ ❌ βœ… βœ… 4
Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Bridging discrete and continuous state spaces: Exploring the Ehrenfest process in time-continuous diffusion models βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Bring Your Own (Non-Robust) Algorithm to Solve Robust MDPs by Estimating The Worst Kernel βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Bringing Motion Taxonomies to Continuous Domains via GPLVM on Hyperbolic manifolds βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Building Socially-Equitable Public Models βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
By Tying Embeddings You Are Assuming the Distributional Hypothesis ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
ByMI: Byzantine Machine Identification with False Discovery Rate Control βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Byzantine Resilient and Fast Federated Few-Shot Learning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
CARTE: Pretraining and Transfer for Tabular Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
CF-OPT: Counterfactual Explanations for Structured Prediction βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
CHAI: Clustered Head Attention for Efficient LLM Inference ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
CHEMREASONER: Heuristic Search over a Large Language Model’s Knowledge Space using Quantum-Chemical Feedback βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
CKGConv: General Graph Convolution with Continuous Kernels ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
CLIPZyme: Reaction-Conditioned Virtual Screening of Enzymes ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
CLLMs: Consistency Large Language Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
COALA: A Practical and Vision-Centric Federated Learning Platform ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
COPAL: Continual Pruning in Large Language Generative Models βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
CW Complex Hypothesis for Image Data ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
CaM: Cache Merging for Memory-efficient LLMs Inference βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
CaPS: Collaborative and Private Synthetic Data Generation from Distributed Sources βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process ❌ βœ… βœ… ❌ ❌ βœ… βœ… 4
Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence Modeling ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Calibration Bottleneck: Over-compressed Representations are Less Calibratable ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Can AI Assistants Know What They Don’t Know? ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Can Gaussian Sketching Converge Faster on a Preconditioned Landscape? βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Can Implicit Bias Imply Adversarial Robustness? βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning? ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Can Machines Learn the True Probabilities? ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Can Mamba Learn How To Learn? A Comparative Study on In-Context Learning Tasks ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Can We Remove the Square-Root in Adaptive Gradient Methods? A Second-Order Perspective βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Can a Few Decide for Many? The Metric Distortion of Sortition βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Candidate Pseudolabel Learning: Enhancing Vision-Language Models by Prompt Tuning with Unlabeled Data βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
CarbonNovo: Joint Design of Protein Structure and Sequence Using a Unified Energy-based Model βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Careful with that Scalpel: Improving Gradient Surgery with an EMA βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Case-Based or Rule-Based: How Do Transformers Do the Math? βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Catapults in SGD: spikes in the training loss and their impact on generalization through feature learning ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Category-Aware Active Domain Adaptation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
CauDiTS: Causal Disentangled Domain Adaptation of Multivariate Time Series βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Causal Action Influence Aware Counterfactual Data Augmentation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Causal Bandits: The Pareto Optimal Frontier of Adaptivity, a Reduction to Linear Bandits, and Limitations around Unknown Marginals βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Causal Customer Churn Analysis with Low-rank Tensor Block Hazard Model βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Causal Discovery via Conditional Independence Testing with Proxy Variables βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Causal Discovery with Fewer Conditional Independence Tests βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Causal Effect Identification in LiNGAM Models with Latent Confounders βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Causal Inference from Competing Treatments βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Causal Inference out of Control: Estimating Performativity without Treatment Randomization ❌ ❌ βœ… ❌ ❌ βœ… βœ… 3
Causal Representation Learning Made Identifiable by Grouping of Observational Variables βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Causal Representation Learning from Multiple Distributions: A General Setting ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Causal-IQA: Towards the Generalization of Image Quality Assessment Based on Causal Inference βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Causality Based Front-door Defense Against Backdoor Attack on Language Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Causally Motivated Personalized Federated Invariant Learning with Shortcut-Averse Information-Theoretic Regularization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Cell2Sentence: Teaching Large Language Models the Language of Biology ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Centralized Selection with Preferences in the Presence of Biases βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Certifiably Byzantine-Robust Federated Conformal Prediction βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Chain-of-Thought Predictive Control ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Challenges and Considerations in the Evaluation of Bayesian Causal Discovery ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Challenges in Training PINNs: A Loss Landscape Perspective βœ… βœ… ❌ ❌ βœ… βœ… βœ… 5
Characteristic Guidance: Non-linear Correction for Diffusion Model at Large Guidance Scale βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Characterizing Large Language Model Geometry Helps Solve Toxicity Detection and Generation βœ… βœ… βœ… ❌ ❌ βœ… βœ… 5
Characterizing Overfitting in Kernel Ridgeless Regression Through the Eigenspectrum ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Characterizing ResNet’s Universal Approximation Capability ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Chasing Convex Functions with Long-term Constraints βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Class-Imbalanced Graph Learning without Class Rebalancing βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Classification Under Strategic Self-Selection ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference βœ… βœ… βœ… βœ… βœ… ❌ ❌ 5
Clifford-Steerable Convolutional Neural Networks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Closing the Gap: Achieving Global Convergence (Last Iterate) of Actor-Critic under Markovian Sampling with Neural Network Parametrization βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Cluster-Aware Similarity Diffusion for Instance Retrieval βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Clustered Federated Learning via Gradient-based Partitioning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
CoLoRA: Continuous low-rank adaptation for reduced implicit neural modeling of parameterized partial differential equations ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Coactive Learning for Large Language Models using Implicit User Feedback βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Coarse-To-Fine Tensor Trains for Compact Visual Representations ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Code as Reward: Empowering Reinforcement Learning with VLMs ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Codebook Features: Sparse and Discrete Interpretability for Neural Networks ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
CogBench: a large language model walks into a psychology lab βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
CogDPM: Diffusion Probabilistic Models via Cognitive Predictive Coding βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Collaborative Heterogeneous Causal Inference Beyond Meta-analysis βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Collaborative Learning with Different Labeling Functions βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Collage: Light-Weight Low-Precision Strategy for LLM Training βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Collapse-Aware Triplet Decoupling for Adversarially Robust Image Retrieval βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Collective Certified Robustness against Graph Injection Attacks βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
Combinatorial Approximations for Cluster Deletion: Simpler, Faster, and Better βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Combining Experimental and Historical Data for Policy Evaluation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Community-Invariant Graph Contrastive Learning βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Compact Optimality Verification for Optimization Proxies βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Comparing Graph Transformers via Positional Encodings ❌ βœ… βœ… ❌ ❌ βœ… βœ… 4
CompeteAI: Understanding the Competition Dynamics of Large Language Model-based Agents ❌ βœ… ❌ ❌ ❌ βœ… βœ… 3
Completing Visual Objects via Bridging Generation and Segmentation ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Complexity Matters: Feature Learning in the Presence of Spurious Correlations ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Compositional Curvature Bounds for Deep Neural Networks βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Compositional Few-Shot Class-Incremental Learning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Compositional Image Decomposition with Diffusion Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Compositional Text-to-Image Generation with Dense Blob Representations ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Compress Clean Signal from Noisy Raw Image: A Self-Supervised Approach ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Compressing Large Language Models by Joint Sparsification and Quantization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Compute Better Spent: Replacing Dense Layers with Structured Matrices ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models ❌ βœ… βœ… βœ… ❌ βœ… βœ… 5
Concentration Inequalities for General Functions of Heavy-Tailed Random Variables ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Conditional Common Entropy for Instrumental Variable Testing and Partial Identification βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Conditional Language Learning with Context ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Conditional Normalizing Flows for Active Learning of Coarse-Grained Molecular Representations ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Conditionally-Conjugate Gaussian Process Factor Analysis for Spike Count Data via Data Augmentation βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
Confidence Aware Inverse Constrained Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Confidence-aware Contrastive Learning for Selective Classification βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Configurable Mirror Descent: Towards a Unification of Decision Making βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Conformal Prediction Sets Improve Human Decision Making ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Conformal Prediction for Deep Classifier via Label Ranking ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Conformal Prediction with Learned Features βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Conformal Predictions under Markovian Data ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them) ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Conformal prediction for multi-dimensional time series by ellipsoidal sets βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Conformalized Adaptive Forecasting of Heterogeneous Trajectories βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Conformalized Survival Distributions: A Generic Post-Process to Increase Calibration βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Connecting the Dots: Collaborative Fine-tuning for Black-Box Vision-Language Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks? ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Consistent Adversarially Robust Linear Classification: Non-Parametric Setting ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy Data ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Consistent Long-Term Forecasting of Ergodic Dynamical Systems βœ… ❌ βœ… βœ… βœ… ❌ ❌ 4
Consistent Submodular Maximization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Constrained Ensemble Exploration for Unsupervised Skill Discovery βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Constrained Reinforcement Learning Under Model Mismatch βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
ContPhy: Continuum Physical Concept Learning and Reasoning from Videos ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Contamination-Resilient Anomaly Detection via Adversarial Learning on Partially-Observed Normal and Anomalous Data ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Context-Guided Diffusion for Out-of-Distribution Molecular and Protein Design βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Contextual Feature Selection with Conditional Stochastic Gates βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Contextualized Policy Recovery: Modeling and Interpreting Medical Decisions with Adaptive Imitation Learning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Continuous Treatment Effects with Surrogate Outcomes βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Contrasting Multiple Representations with the Multi-Marginal Matching Gap βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Contrastive Learning for Clinical Outcome Prediction with Partial Data Sources ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Contrastive Predict-and-Search for Mixed Integer Linear Programs ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Controllable Prompt Tuning For Balancing Group Distributional Robustness ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Controlled Decoding from Language Models ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy ❌ βœ… βœ… βœ… ❌ ❌ ❌ 3
Convergence Guarantees for the DeepWalk Embedding on Block Models βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Convergence and Complexity Guarantee for Inexact First-order Riemannian Optimization Algorithms βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Convergence and Trade-Offs in Riemannian Gradient Descent and Riemannian Proximal Point βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Convergence of Online Learning Algorithm for a Mixture of Multiple Linear Regressions βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Convergence of Some Convex Message Passing Algorithms to a Fixed Point βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Convex Relaxations of ReLU Neural Networks Approximate Global Optima in Polynomial Time ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Convex and Bilevel Optimization for Neural-Symbolic Inference and Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Cooperative Graph Neural Networks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Coprocessor Actor Critic: A Model-Based Reinforcement Learning Approach For Adaptive Brain Stimulation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Copula-Nested Spectral Kernel Network ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Copyright Traps for Large Language Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Coresets for Multiple $\ell_p$ Regression ❌ ❌ βœ… ❌ ❌ βœ… βœ… 3
Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Correlation-Induced Label Prior for Semi-Supervised Multi-Label Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Counterfactual Image Editing ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Counterfactual Metarules for Local and Global Recourse ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based Training βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Covert Malicious Finetuning: Challenges in Safeguarding LLM Adaptation ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Creative Text-to-Audio Generation via Synthesizer Programming βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Criterion Collapse and Loss Distribution Control ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Critical feature learning in deep neural networks βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Critical windows: non-asymptotic theory for feature emergence in diffusion models ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Cross-Domain Policy Adaptation by Capturing Representation Mismatch βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Cross-domain Open-world Discovery ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Cross-view Masked Diffusion Transformers for Person Image Synthesis ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
CuTS: Customizable Tabular Synthetic Data Generation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
CurBench: Curriculum Learning Benchmark ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in low-data regimes ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
D-Flow: Differentiating through Flows for Controlled Generation βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
DAG-Based Column Generation for Adversarial Team Games βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
DE-COP: Detecting Copyrighted Content in Language Models Training Data βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
DFD: Distilling the Feature Disparity Differently for Detectors ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
DFlow: A Generative Model Combining Denoising AutoEncoder and Normalizing Flow for High Fidelity Waveform Generation ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
DIDI: Diffusion-Guided Diversity for Offline Behavioral Generation βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
DISCRET: Synthesizing Faithful Explanations For Treatment Effect Estimation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
DITTO: Diffusion Inference-Time T-Optimization for Music Generation βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
DMTG: One-Shot Differentiable Multi-Task Grouping ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
DNA-SE: Towards Deep Neural-Nets Assisted Semiparametric Estimation βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
DNCs Require More Planning Steps ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
DOGE: Domain Reweighting with Generalization Estimation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
DPZero: Private Fine-Tuning of Language Models without Backpropagation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
DRCT: Diffusion Reconstruction Contrastive Training towards Universal Detection of Diffusion Generated Images ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
DRED: Zero-Shot Transfer in Reinforcement Learning via Data-Regularised Environment Design βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
DSD-DA: Distillation-based Source Debiasing for Domain Adaptive Object Detection ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
DUPLEX: Dual GAT for Complex Embedding of Directed Graphs ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Data Engineering for Scaling Language Models to 128K Context ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Data Poisoning Attacks against Conformal Prediction ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond βœ… ❌ βœ… βœ… ❌ βœ… βœ… 5
Data-Efficient Molecular Generation with Hierarchical Textual Inversion βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Data-efficient Large Vision Models through Sequential Autoregression ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Data-free Distillation of Diffusion Models with Bootstrapping βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Data-free Neural Representation Compression with Riemannian Neural Dynamics ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
DataFreeShield: Defending Adversarial Attacks without Training Data βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Dealing With Unbounded Gradients in Stochastic Saddle-point Optimization βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Debating with More Persuasive LLMs Leads to More Truthful Answers βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Debiased Distribution Compression βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Decentralized Convex Finite-Sum Optimization with Better Dependence on Condition Numbers βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Deciphering RNA Secondary Structure Prediction: A Probabilistic K-Rook Matching Perspective βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Decoding-time Realignment of Language Models βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Decomposable Submodular Maximization in Federated Setting βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Decomposing and Editing Predictions by Modeling Model Computation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Deconstructing the Goldilocks Zone of Neural Network Initialization ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Decouple then Classify: A Dynamic Multi-view Labeling Strategy with Shared and Specific Information βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Decoupling Feature Extraction and Classification Layers for Calibrated Neural Networks βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Decoupling Learning and Decision-Making: Breaking the $\mathcalO(\sqrtT)$ Barrier in Online Resource Allocation with First-Order Methods βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Deep Demonstration Tracing: Learning Generalizable Imitator Policy for Runtime Imitation from a Single Demonstration βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Deep Equilibrium Models are Almost Equivalent to Not-so-deep Explicit Models for High-dimensional Gaussian Mixtures ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Deep Functional Factor Models: Forecasting High-Dimensional Functional Time Series via Bayesian Nonparametric Factorization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Deep Fusion: Efficient Network Training via Pre-trained Initializations ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Deep Networks Always Grok and Here is Why ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Deep Neural Room Acoustics Primitive ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Deep Regression Representation Learning with Topology ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Deep Stochastic Mechanics βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Deeper or Wider: A Perspective from Optimal Generalization Error with Sobolev Loss ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Defense against Backdoor Attack on Pre-trained Language Models via Head Pruning and Attention Normalization βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Defense against Model Extraction Attack by Bayesian Active Watermarking βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Defining Neural Network Architecture through Polytope Structures of Datasets βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Degeneration-free Policy Optimization: RL Fine-Tuning for Language Models without Degeneration βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Delaunay Graph: Addressing Over-Squashing and Over-Smoothing Using Delaunay Triangulation ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Deletion-Anticipative Data Selection with a Limited Budget βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Delving into Differentially Private Transformer βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Delving into the Convergence of Generalized Smooth Minimax Optimization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Demystifying SGD with Doubly Stochastic Gradients βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Denoising Autoregressive Representation Learning ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Dense Reward for Free in Reinforcement Learning from Human Feedback ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Density Ratio Estimation with Doubly Strong Robustness ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Density-Softmax: Efficient Test-time Model for Uncertainty Estimation and Robustness under Distribution Shifts βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Designing Decision Support Systems using Counterfactual Prediction Sets βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
DetKDS: Knowledge Distillation Search for Object Detectors βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Detecting Any instruction-to-answer interaction relationship:Universal Instruction-to-Answer Navigator for Med-VQA βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Detecting Influence Structures in Multi-Agent Reinforcement Learning ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
Detecting and Identifying Selection Structure in Sequential Data βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
DiJiang: Efficient Large Language Models through Compact Kernelization βœ… βœ… βœ… ❌ βœ… ❌ ❌ 4
DiNADO: Norm-Disentangled Neurally-Decomposed Oracles for Controlling Language Models ❌ βœ… βœ… βœ… ❌ ❌ ❌ 3
Diagnosing the Compositional Knowledge of Vision Language Models from a Game-Theoretic View ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
DiffDA: a Diffusion model for weather-scale Data Assimilation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
DiffFPR: Diffusion Prior for Oversampled Fourier Phase Retrieval βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
DiffStitch: Boosting Offline Reinforcement Learning with Diffusion-based Trajectory Stitching βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Differentiability and Optimization of Multiparameter Persistent Homology ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Differentiable Annealed Importance Sampling Minimizes The Jensen-Shannon Divergence Between Initial and Target Distribution ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Differentiable Combinatorial Scheduling at Scale βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Differentiable Distributionally Robust Optimization Layers ❌ βœ… ❌ βœ… βœ… ❌ βœ… 4
Differentiable Mapper for Topological Optimization of Data Representation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Differentiable Model Scaling using Differentiable Topk ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Differentiable Weightless Neural Networks ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Differentially Private Bias-Term Fine-tuning of Foundation Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Differentially Private Decentralized Learning with Random Walks βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Differentially Private Domain Adaptation with Theoretical Guarantees βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Differentially Private Post-Processing for Fair Regression βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Differentially Private Representation Learning via Image Captioning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Differentially Private Sum-Product Networks βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Differentially Private Synthetic Data via Foundation Model APIs 2: Text βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Differentially Private Worst-group Risk Minimization βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Differentially private exact recovery for stochastic block models βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Diffuse, Sample, Project: Plug-And-Play Controllable Graph Generation ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Diffusion Language Models Are Versatile Protein Learners βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Diffusion Model-Augmented Behavioral Cloning βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Diffusion Models Demand Contrastive Guidance for Adversarial Purification to Advance βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Diffusion Models Encode the Intrinsic Dimension of Data Manifolds βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Diffusion Posterior Sampling is Computationally Intractable βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Diffusion Rejection Sampling βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Diffusion-based Missing-view Generation With the Application on Incomplete Multi-view Clustering βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Diffusive Gibbs Sampling βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Directly Denoising Diffusion Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Dirichlet Flow Matching with Applications to DNA Sequence Design βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Discounted Adaptive Online Learning: Towards Better Regularization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Discovering Bias in Latent Space: An Unsupervised Debiasing Approach βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Discovering Environments with XRM βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Discovering Features with Synergistic Interactions in Multiple Views βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Discovering Mixtures of Structural Causal Models from Time Series Data ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Discovering Multiple Solutions from a Single Task in Offline Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Discovering Symmetry Breaking in Physical Systems with Relaxed Group Convolution ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Discrete Latent Perspective Learning for Segmentation and Detection ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Disentangled 3D Scene Generation with Layout Learning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Disentangled Continual Graph Neural Architecture Search with Invariant Modular Supernet βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Disentangled Graph Self-supervised Learning for Out-of-Distribution Generalization ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Disentanglement Learning via Topology βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Disguised Copyright Infringement of Latent Diffusion Models βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Disparate Impact on Group Accuracy of Linearization for Private Inference βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
DistiLLM: Towards Streamlined Distillation for Large Language Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Distinguishing the Knowable from the Unknowable with Language Models ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Distributed Bilevel Optimization with Communication Compression βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Distributed High-Dimensional Quantile Regression: Estimation Efficiency and Support Recovery βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Distribution Alignment Optimization through Neural Collapse for Long-tailed Classification βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Distributional Bellman Operators over Mean Embeddings βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Distributionally Robust Data Valuation ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Ditto: Quantization-aware Secure Inference of Transformers upon MPC βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Diversified Batch Selection for Training Acceleration βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale Dataset ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Do Efficient Transformers Really Save Computation? ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners? ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Do Large Code Models Understand Programming Concepts? Counterfactual Analysis for Code Predicates ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Do Large Language Models Perform the Way People Expect? Measuring the Human Generalization Function ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Do Topological Characteristics Help in Knowledge Distillation? βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Do Transformer World Models Give Better Policy Gradients? βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
DoRA: Weight-Decomposed Low-Rank Adaptation ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Does Label Smoothing Help Deep Partial Label Learning? βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Domain Generalisation via Imprecise Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Domain-wise Data Acquisition to Improve Performance under Distribution Shift βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Don’t Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
Don’t be so Negative! Score-based Generative Modeling with Oracle-assisted Guidance βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Don’t trust your eyes: on the (un)reliability of feature visualizations ❌ βœ… βœ… βœ… ❌ βœ… βœ… 5
DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models (Exemplified as A Video Agent) ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Double Momentum Method for Lower-Level Constrained Bilevel Optimization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Double Stochasticity Gazes Faster: Snap-Shot Decentralized Stochastic Gradient Tracking Methods βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Double Variance Reduction: A Smoothing Trick for Composite Optimization Problems without First-Order Gradient βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Double-Step Alternating Extragradient with Increasing Timescale Separation for Finding Local Minimax Points: Provable Improvements βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Dr. Strategy: Model-Based Generalist Agents with Strategic Dreaming βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Drug Discovery with Dynamic Goal-aware Fragments βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
DsDm: Model-Aware Dataset Selection with Datamodels ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Dual Operating Modes of In-Context Learning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
DySLIM: Dynamics Stable Learning by Invariant Measure for Chaotic Systems ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
DynSyn: Dynamical Synergistic Representation for Efficient Learning and Control in Overactuated Embodied Systems βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Dynamic Anisotropic Smoothing for Noisy Derivative-Free Optimization βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Dynamic Byzantine-Robust Learning: Adapting to Switching Byzantine Workers βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Dynamic Correlation Clustering in Sublinear Update Time βœ… βœ… βœ… ❌ ❌ βœ… βœ… 5
Dynamic Evaluation of Large Language Models by Meta Probing Agents ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Dynamic Facility Location in High Dimensional Euclidean Spaces βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Dynamic Metric Embedding into lp Space βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Dynamic Spectral Clustering with Provable Approximation Guarantee βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Dynamic Survival Analysis with Controlled Latent States ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
DΓ©jΓ Vu: KV-cache Streaming for Fast, Fault-tolerant Generative LLM Serving ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
E$^2$GAN: Efficient Training of Efficient GANs for Image-to-Image Translation βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
ED-Copilot: Reduce Emergency Department Wait Time with Language Model Diagnostic Assistance βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
EDISON: Enhanced Dictionary-Induced Tensorized Incomplete Multi-View Clustering with Gaussian Error Rank Minimization βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
ELF: Encoding Speaker-Specific Latent Speech Feature for Speech Synthesis ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
ELTA: An Enhancer against Long-Tail for Aesthetics-oriented Models ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
EMC$^2$: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
ERQ: Error Reduction for Post-Training Quantization of Vision Transformers βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
ESNet: Evolution and Succession Network for High-Resolution Salient Object Detection ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
ETHER: Efficient Finetuning of Large-Scale Models with Hyperplane Reflections ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Early Time Classification with Accumulated Accuracy Gap Control βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Easing Concept Bleeding in Diffusion via Entity Localization and Anchoring βœ… ❌ ❌ ❌ ❌ βœ… βœ… 3
Editing Partially Observable Networks via Graph Diffusion Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Effective Federated Graph Matching ❌ ❌ βœ… ❌ βœ… βœ… βœ… 4
Effects of Exponential Gaussian Distribution on (Double Sampling) Randomized Smoothing βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Efficient Adaptation in Mixed-Motive Environments via Hierarchical Opponent Modeling and Planning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Efficient Algorithms for Empirical Group Distributionally Robust Optimization and Beyond βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Efficient Algorithms for Sum-Of-Minimum Optimization βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Efficient Contextual Bandits with Uninformed Feedback Graphs βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Efficient Contrastive Learning for Fast and Accurate Inference on Graphs ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Efficient Denoising Diffusion via Probabilistic Masking βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Efficient Error Certification for Physics-Informed Neural Networks βœ… ❌ ❌ ❌ βœ… ❌ ❌ 2
Efficient Exploration for LLMs βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Efficient Exploration in Average-Reward Constrained Reinforcement Learning: Achieving Near-Optimal Regret With Posterior Sampling βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Efficient Mixture Learning in Black-Box Variational Inference ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Efficient Non-stationary Online Learning by Wavelets with Applications to Online Distribution Shift Adaptation βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Efficient Online Set-valued Classification with Bandit Feedback βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Efficient PAC Learnability of Dynamical Systems Over Multilayer Networks ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Efficient Pareto Manifold Learning with Low-Rank Structure βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Efficient Policy Evaluation with Offline Data Informed Behavior Policy Design βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Efficient Precision and Recall Metrics for Assessing Generative Models using Hubness-aware Sampling ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Efficient Stochastic Approximation of Minimax Excess Risk Optimization βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Efficient Value Iteration for s-rectangular Robust Markov Decision Processes βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Efficient World Models with Context-Aware Tokenization ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Efficient and Effective Time-Series Forecasting with Spiking Neural Networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
EfficientZero V2: Mastering Discrete and Continuous Control with Limited Data ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Eluder-based Regret for Stochastic Contextual MDPs βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Embarrassingly Parallel GFlowNets βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Embodied CoT Distillation From LLM To Off-the-shelf Agents βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Emergence of In-Context Reinforcement Learning from Noise Distillation βœ… βœ… ❌ βœ… ❌ ❌ βœ… 4
Emergent Equivariance in Deep Ensembles ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Emergent Representations of Program Semantics in Language Models Trained on Programs ❌ βœ… ❌ ❌ βœ… ❌ βœ… 3
Empowering Graph Invariance Learning with Deep Spurious Infomax βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Enabling Few-Shot Learning with PID Control: A Layer Adaptive Optimizer βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Enabling Uncertainty Estimation in Iterative Neural Networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Encodings for Prediction-based Neural Architecture Search ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
End-to-End Neuro-Symbolic Reinforcement Learning with Textual Explanations βœ… ❌ ❌ βœ… βœ… ❌ βœ… 4
Energy-Efficient Gaussian Processes Using Low-Precision Arithmetic βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Energy-Guided Diffusion Sampling for Offline-to-Online Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Energy-based Backdoor Defense without Task-Specific Samples and Model Retraining ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Enforcing Constraints in RNA Secondary Structure Predictions: A Post-Processing Framework Based on the Assignment Problem βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Enhancing Adversarial Robustness in SNNs with Sparse Gradients βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Enhancing Class-Imbalanced Learning with Pre-Trained Guidance through Class-Conditional Knowledge Distillation βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Enhancing Implicit Shape Generators Using Topological Regularizations ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Enhancing Size Generalization in Graph Neural Networks through Disentangled Representation Learning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Enhancing Storage and Computational Efficiency in Federated Multimodal Learning for Large-Scale Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Enhancing Sufficient Dimension Reduction via Hellinger Correlation ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Enhancing Trajectory Prediction through Self-Supervised Waypoint Distortion Prediction ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Enhancing Value Function Estimation through First-Order State-Action Dynamics in Offline Reinforcement Learning βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Enhancing Vision Transformer: Amplifying Non-Linearity in Feedforward Network Module ❌ ❌ βœ… βœ… ❌ ❌ ❌ 2
Ensemble Pruning for Out-of-distribution Generalization ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Entropy-Reinforced Planning with Large Language Models for Drug Discovery βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Environment Design for Inverse Reinforcement Learning βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Equilibrium of Data Markets with Externality βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Equivariant Deep Weight Space Alignment ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Equivariant Diffusion for Crystal Structure Prediction βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Equivariant Frames and the Impossibility of Continuous Canonicalization ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Equivariant Graph Neural Operator for Modeling 3D Dynamics ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Erasing the Bias: Fine-Tuning Foundation Models for Semi-Supervised Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Error Feedback Can Accurately Compress Preconditioners βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Estimating Barycenters of Distributions with Neural Optimal Transport βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Estimating Canopy Height at Scale ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction βœ… βœ… βœ… ❌ βœ… βœ… ❌ 5
Estimating Unknown Population Sizes Using the Hypergeometric Distribution βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Estimating the Permanent by Nesting Importance Sampling βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Et Tu Certifications: Robustness Certificates Yield Better Adversarial Examples βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
EvGGS: A Collaborative Learning Framework for Event-based Generalizable Gaussian Splatting ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
EvIL: Evolution Strategies for Generalisable Imitation Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
EvTexture: Event-driven Texture Enhancement for Video Super-Resolution ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Evaluating Model Bias Requires Characterizing its Mistakes βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Evaluating Quantized Large Language Models ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Evaluation of Test-Time Adaptation Under Computational Time Constraints ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Evaluation of Trajectory Distribution Predictions with Energy Score ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Evolution-Inspired Loss Functions for Protein Representation Learning ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Evolving Subnetwork Training for Large Language Models βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Exact Conversion of In-Context Learning to Model Weights in Linearized-Attention Transformers βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Exact Soft Analytical Side-Channel Attacks using Tractable Circuits βœ… βœ… ❌ βœ… βœ… ❌ βœ… 5
Executable Code Actions Elicit Better LLM Agents ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Expand-and-Cluster: Parameter Recovery of Neural Networks βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Expert Proximity as Surrogate Rewards for Single Demonstration Imitation Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Experts Don’t Cheat: Learning What You Don’t Know By Predicting Pairs βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Explain Temporal Black-Box Models via Functional Decomposition ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Explaining Graph Neural Networks via Structure-aware Interaction Index βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
Explaining Probabilistic Models with Distributional Values ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Exploiting Code Symmetries for Learning Program Semantics ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Exploiting Human-AI Dependence for Learning to Defer ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Exploration and Anti-Exploration with Distributional Random Network Distillation βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Exploration by Optimization with Hybrid Regularizers: Logarithmic Regret with Adversarial Robustness in Partial Monitoring βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Exploration-Driven Policy Optimization in RLHF: Theoretical Insights on Efficient Data Utilization βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Explorations of Self-Repair in Language Models ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
Exploring Correlations of Self-Supervised Tasks for Graphs ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Exploring Intrinsic Dimension for Vision-Language Model Pruning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Exploring the Benefit of Activation Sparsity in Pre-training ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Exploring the Complexity of Deep Neural Networks through Functional Equivalence ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Exploring the Enigma of Neural Dynamics Through A Scattering-Transform Mixer Landscape for Riemannian Manifold ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Exploring the LLM Journey from Cognition to Expression with Linear Representations βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Exploring the Low-Pass Filtering Behavior in Image Super-Resolution ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Exponential Spectral Pursuit: An Effective Initialization Method for Sparse Phase Retrieval βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Expressivity and Generalization: Fragment-Biases for Molecular GNNs ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Extending Test-Time Augmentation with Metamorphic Relations for Combinatorial Problems ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Extracting Training Data From Document-Based VQA Models ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Extreme Compression of Large Language Models via Additive Quantization βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
FADAS: Towards Federated Adaptive Asynchronous Optimization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
FAFE: Immune Complex Modeling with Geodesic Distance Loss on Noisy Group Frames βœ… βœ… βœ… ❌ ❌ βœ… βœ… 5
FESSNC: Fast Exponentially Stable and Safe Neural Controller βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
FRAG: Frequency Adapting Group for Diffusion Video Editing βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
FRAPPΓ‰: A Group Fairness Framework for Post-Processing Everything ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Factored-Reward Bandits with Intermediate Observations βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Failures Are Fated, But Can Be Faded: Characterizing and Mitigating Unwanted Behaviors in Large-Scale Vision and Language Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Fair Classification with Partial Feedback: An Exploration-Based Data Collection Approach βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Fair Federated Learning via the Proportional Veto Core βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Fair Off-Policy Learning from Observational Data βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Fair Resource Allocation in Multi-Task Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
FairProof : Confidential and Certifiable Fairness for Neural Networks βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Faithfulness Measurable Masked Language Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Fast Adversarial Attacks on Language Models In One GPU Minute βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Fast Co-Training under Weak Dependence via Stream-Based Active Learning βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Fast Decision Boundary based Out-of-Distribution Detector ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Fast Peer Adaptation with Context-aware Exploration βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Fast Sampling-Based Sketches for Tensors ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Fast Text-to-3D-Aware Face Generation and Manipulation via Direct Cross-modal Mapping and Geometric Regularization ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Fast Timing-Conditioned Latent Audio Diffusion ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Fast White-Box Adversarial Streaming Without a Random Oracle βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Fast and Sample Efficient Multi-Task Representation Learning in Stochastic Contextual Bandits βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Fast, Scalable, Warm-Start Semidefinite Programming with Spectral Bundling and Sketching βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Fast-Slow Test-Time Adaptation for Online Vision-and-Language Navigation ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Faster Adaptive Decentralized Learning Algorithms βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Faster Maximum Inner Product Search in High Dimensions βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Faster Sampling via Stochastic Gradient Proximal Sampler βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Faster Streaming and Scalable Algorithms for Finding Directed Dense Subgraphs in Large Graphs βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Fault Tolerant ML: Efficient Meta-Aggregation and Synchronous Training βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Feasibility Consistent Representation Learning for Safe Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Feasible Reachable Policy Iteration βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Feature Contamination: Neural Networks Learn Uncorrelated Features and Fail to Generalize ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Feature Importance Disparities for Data Bias Investigations βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Feature Reuse and Scaling: Understanding Transfer Learning with Protein Language Models ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
FedBAT: Communication-Efficient Federated Learning via Learnable Binarization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
FedMBridge: Bridgeable Multimodal Federated Learning βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
FedRC: Tackling Diverse Distribution Shifts Challenge in Federated Learning by Robust Clustering βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
FedREDefense: Defending against Model Poisoning Attacks for Federated Learning using Model Update Reconstruction Error βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Data βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Federated Combinatorial Multi-Agent Multi-Armed Bandits βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Federated Continual Learning via Prompt-based Dual Knowledge Transfer βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Federated Neuro-Symbolic Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Federated Optimization with Doubly Regularized Drift Correction βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Federated Representation Learning in the Under-Parameterized Regime βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Federated Self-Explaining GNNs with Anti-shortcut Augmentations βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Feedback Efficient Online Fine-Tuning of Diffusion Models βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Feedback Loops With Language Models Drive In-Context Reward Hacking ❌ ❌ ❌ ❌ ❌ βœ… βœ… 2
Feel-Good Thompson Sampling for Contextual Dueling Bandits βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Few-Shot Unsupervised Implicit Neural Shape Representation Learning with Spatial Adversaries βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Few-shot Adaptation to Distribution Shifts By Mixing Source and Target Embeddings ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Fewer Truncations Improve Language Modeling βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
FiT: Flexible Vision Transformer for Diffusion Model ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Finding NEM-U: Explaining unsupervised representation learning through neural network generated explanation masks ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Fine-grained Classes and How to Find Them βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Fine-grained Local Sensitivity Analysis of Standard Dot-Product Self-Attention ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Fine-tuning Reinforcement Learning Models is Secretly a Forgetting Mitigation Problem βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Finite Smoothing Algorithm for High-Dimensional Support Vector Machines and Quantile Regression βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Finite Time Logarithmic Regret Bounds for Self-Tuning Regulation βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD Simulation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
First-Order Manifold Data Augmentation for Regression Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Flexible Residual Binarization for Image Super-Resolution βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Flextron: Many-in-One Flexible Large Language Model ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Floating Anchor Diffusion Model for Multi-motif Scaffolding ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Flora: Low-Rank Adapters Are Secretly Gradient Compressors βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
FlowMM: Generating Materials with Riemannian Flow Matching ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Fool Your (Vision and) Language Model with Embarrassingly Simple Permutations ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Forget Sharpness: Perturbed Forgetting of Model Biases Within SAM Dynamics βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Foundation Policies with Hilbert Representations βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Foundations of Testing for Finite-Sample Causal Discovery βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Fourier Controller Networks for Real-Time Decision-Making in Embodied Learning βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
FrameQuant: Flexible Low-Bit Quantization for Transformers βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
FreeBind: Free Lunch in Unified Multimodal Space via Knowledge Fusion ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
From Biased Selective Labels to Pseudo-Labels: An Expectation-Maximization Framework for Learning from Biased Decisions βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
From Coarse to Fine: Enable Comprehensive Graph Self-supervised Learning with Multi-granular Semantic Ensemble ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systems βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
From Generalization Analysis to Optimization Designs for State Space Models βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
From Geometry to Causality- Ricci Curvature and the Reliability of Causal Inference on Networks βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
From Inverse Optimization to Feasibility to ERM βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
From Neurons to Neutrons: A Case Study in Interpretability ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
From Vision to Audio and Beyond: A Unified Model for Audio-Visual Representation and Generation ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
FuRL: Visual-Language Models as Fuzzy Rewards for Reinforcement Learning βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Full-Atom Peptide Design based on Multi-modal Flow Matching βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Fully-Dynamic Approximate Decision Trees With Worst-Case Update Time Guarantees βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Fundamental Benefit of Alternating Updates in Minimax Optimization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Fundamental Limitations of Alignment in Large Language Models ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Fundamental Limits of Distributed Covariance Matrix Estimation Under Communication Constraints ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting ❌ βœ… ❌ ❌ βœ… ❌ βœ… 3
GATE: How to Keep Out Intrusive Neighbors ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
GFlowNet Training by Policy Gradients βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
GNNs Also Deserve Editing, and They Need It More Than Once βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
GPT-4V(ision) is a Generalist Web Agent, if Grounded ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
GPTSwarm: Language Agents as Optimizable Graphs βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
GRATH: Gradual Self-Truthifying for Large Language Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Gambling-Based Confidence Sequences for Bounded Random Vectors ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Gated Linear Attention Transformers with Hardware-Efficient Training βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Gaussian Plane-Wave Neural Operator for Electron Density Estimation ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Gaussian Processes on Cellular Complexes ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
GaussianPro: 3D Gaussian Splatting with Progressive Propagation ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision Transformer ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
GenCO: Generating Diverse Designs with Combinatorial Constraints βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Generalist Equivariant Transformer Towards 3D Molecular Interaction Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Generalization Analysis for Multi-Label Learning ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Generalization Analysis of Deep Non-linear Matrix Completion ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
Generalization Analysis of Stochastic Weight Averaging with General Sampling ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Generalization Bound and New Algorithm for Clean-Label Backdoor Attack βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Generalization Bounds for Causal Regression: Insights, Guarantees and Sensitivity Analysis ❌ βœ… βœ… ❌ βœ… ❌ ❌ 3
Generalization Bounds for Heavy-Tailed SDEs through the Fractional Fokker-Planck Equation ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Generalization Error of Graph Neural Networks in the Mean-field Regime ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Generalization in Kernel Regression Under Realistic Assumptions ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Generalization to New Sequential Decision Making Tasks with In-Context Learning ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Generalized Neural Collapse for a Large Number of Classes ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Generalized Preference Optimization: A Unified Approach to Offline Alignment ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Generalized Smooth Variational Inequalities: Methods with Adaptive Stepsizes βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Generalized Sobolev Transport for Probability Measures on a Graph ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Generalizing Orthogonalization for Models with Non-Linearities ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Generating Chain-of-Thoughts with a Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Generative Active Learning for Long-tailed Instance Segmentation βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Generative Conditional Distributions by Neural (Entropic) Optimal Transport βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule Substrates ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Generative Flows on Discrete State-Spaces: Enabling Multimodal Flows with Applications to Protein Co-Design βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Generative Marginalization Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Generative Modeling on Manifolds Through Mixture of Riemannian Diffusion Processes βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Genie: Generative Interactive Environments ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
GeoAB: Towards Realistic Antibody Design and Reliable Affinity Maturation ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
GeoMFormer: A General Architecture for Geometric Molecular Representation Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
GeoReasoner: Geo-localization with Reasoning in Street Views using a Large Vision-Language Model ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Geometric Active Exploration in Markov Decision Processes: the Benefit of Abstraction βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Geometry-Aware Instrumental Variable Regression βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Geometry-Calibrated DRO: Combating Over-Pessimism with Free Energy Implications ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Get More with LESS: Synthesizing Recurrence with KV Cache Compression for Efficient LLM Inference βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Getting the most out of your tokenizer for pre-training and domain adaptation ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
GiLOT: Interpreting Generative Language Models via Optimal Transport ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Gibbs Sampling of Continuous Potentials on a Quantum Computer βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Global Reinforcement Learning : Beyond Linear and Convex Rewards via Submodular Semi-gradient Methods βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Gradient Compressed Sensing: A Query-Efficient Gradient Estimator for High-Dimensional Zeroth-Order Optimization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Gradient-based Visual Explanation for Transformer-based CLIP ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Graph Adversarial Diffusion Convolution βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Graph As Point Set ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Graph Automorphism Group Equivariant Neural Networks βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Graph Distillation with Eigenbasis Matching βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Graph External Attention Enhanced Transformer ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Graph Generation with Diffusion Mixture βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Graph Geometry-Preserving Autoencoders βœ… βœ… βœ… ❌ βœ… ❌ ❌ 4
Graph Mixup on Approximate Gromov–Wasserstein Geodesics βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Graph Neural Network Explanations are Fragile βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Graph Neural Networks Use Graphs When They Shouldn’t ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Graph Neural Networks with a Distribution of Parametrized Graphs βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Graph Neural PDE Solvers with Conservation and Similarity-Equivariance ❌ βœ… ❌ βœ… βœ… βœ… βœ… 5
Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node Classification βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Graph Out-of-Distribution Detection Goes Neighborhood Shaping ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
Graph Positional and Structural Encoder ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Graph Structure Extrapolation for Out-of-Distribution Generalization ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Graph-Triggered Rising Bandits βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Graph-enhanced Large Language Models in Asynchronous Plan Reasoning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Graph2Tac: Online Representation Learning of Formal Math Concepts ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Graphon Mean Field Games with a Representative Player: Analysis and Learning Algorithm βœ… ❌ ❌ ❌ βœ… ❌ ❌ 2
Grokking Group Multiplication with Cosets ❌ βœ… ❌ βœ… βœ… βœ… βœ… 5
GroupCover: A Secure, Efficient and Scalable Inference Framework for On-device Model Protection based on TEEs βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Guarantees for Nonlinear Representation Learning: Non-identical Covariates, Dependent Data, Fewer Samples ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Guidance with Spherical Gaussian Constraint for Conditional Diffusion βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Guiding LLMs The Right Way: Fast, Non-Invasive Constrained Generation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
HAMLET: Graph Transformer Neural Operator for Partial Differential Equations ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
HGAP: Boosting Permutation Invariant and Permutation Equivariant in Multi-Agent Reinforcement Learning via Graph Attention Network ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
HGCN2SP: Hierarchical Graph Convolutional Network for Two-Stage Stochastic Programming ❌ βœ… ❌ ❌ βœ… βœ… βœ… 4
Handling Heterogeneous Curvatures in Bandit LQR Control βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Hard Tasks First: Multi-Task Reinforcement Learning Through Task Scheduling βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Harmonic Self-Conditioned Flow Matching for joint Multi-Ligand Docking and Binding Site Design βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Harmonizing Generalization and Personalization in Federated Prompt Learning βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Harmony in Diversity: Merging Neural Networks with Canonical Correlation Analysis ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
HarmonyDream: Task Harmonization Inside World Models ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Harnessing the Power of Neural Operators with Automatically Encoded Conservation Laws ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
HexGen: Generative Inference of Large Language Model over Heterogeneous Environment βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Hidden Traveling Waves bind Working Memory Variables in Recurrent Neural Networks βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Hierarchical Integral Probability Metrics: A distance on random probability measures with low sample complexity βœ… βœ… ❌ ❌ βœ… ❌ ❌ 3
Hierarchical Neural Operator Transformer with Learnable Frequency-aware Loss Prior for Arbitrary-scale Super-resolution ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Hierarchical Novelty Detection via Fine-Grained Evidence Allocation βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Hieros: Hierarchical Imagination on Structured State Space Sequence World Models ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
High-Dimensional Bayesian Optimization via Semi-Supervised Learning with Optimized Unlabeled Data Sampling βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
High-Dimensional Geometric Streaming for Nearly Low Rank Data βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
High-Dimensional Kernel Methods under Covariate Shift: Data-Dependent Implicit Regularization ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
High-Order Contrastive Learning with Fine-grained Comparative Levels for Sparse Ordinal Tensor Completion βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
High-Performance Temporal Reversible Spiking Neural Networks with $\mathcalO(L)$ Training Memory and $\mathcalO(1)$ Inference Cost ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
High-Probability Bound for Non-Smooth Non-Convex Stochastic Optimization with Heavy Tails βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
High-Probability Convergence for Composite and Distributed Stochastic Minimization and Variational Inequalities with Heavy-Tailed Noise βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
High-dimensional Linear Bandits with Knapsacks βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Highway Value Iteration Networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Homomorphism Counts for Graph Neural Networks: All About That Basis ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
How Deep Do We Need: Accelerating Training and Inference of Neural ODEs via Control Perspective βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
How Deep Networks Learn Sparse and Hierarchical Data: the Sparse Random Hierarchy Model ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
How Do Nonlinear Transformers Learn and Generalize in In-Context Learning? βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
How Does Goal Relabeling Improve Sample Efficiency? βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
How Far Can Fairness Constraints Help Recover From Biased Data? ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
How Flawed Is ECE? An Analysis via Logit Smoothing βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
How Free is Parameter-Free Stochastic Optimization? βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
How Graph Neural Networks Learn: Lessons from Training Dynamics βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
How Interpretable Are Interpretable Graph Neural Networks? βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
How Language Model Hallucinations Can Snowball ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
How Learning by Reconstruction Produces Uninformative Features For Perception ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
How Private are DP-SGD Implementations? βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
How Smooth Is Attention? ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
How Spurious Features are Memorized: Precise Analysis for Random and NTK Features ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
How Transformers Learn Causal Structure with Gradient Descent βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
How Uniform Random Weights Induce Non-uniform Bias: Typical Interpolating Neural Networks Generalize with Narrow Teachers βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
How do Large Language Models Navigate Conflicts between Honesty and Helpfulness? ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
How do Transformers Perform In-Context Autoregressive Learning ? ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
How to Escape Sharp Minima with Random Perturbations βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
How to Explore with Belief: State Entropy Maximization in POMDPs βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
How to Leverage Diverse Demonstrations in Offline Imitation Learning βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
How to Make the Gradients Small Privately: Improved Rates for Differentially Private Non-Convex Optimization βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
How to Trace Latent Generative Model Generated Images without Artificial Watermark? βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Human Alignment of Large Language Models through Online Preference Optimisation βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Human vs. Generative AI in Content Creation Competition: Symbiosis or Conflict? βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Human-like Category Learning by Injecting Ecological Priors from Large Language Models into Neural Networks ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
HumanTOMATO: Text-aligned Whole-body Motion Generation βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Hybrid Inverse Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Hybrid Neural Representations for Spherical Data ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Hybrid Reinforcement Learning from Offline Observation Alone βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
HyperFields: Towards Zero-Shot Generation of NeRFs from Text βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Hyperbolic Active Learning for Semantic Segmentation under Domain Shift ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Hyperbolic Geometric Latent Diffusion Model for Graph Generation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Hyperbolic Optimizer as a Dynamical System ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Hypergraph-enhanced Dual Semi-supervised Graph Classification βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
I/O Complexity of Attention, or How Optimal is FlashAttention? βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech Separation ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
ILILT: Implicit Learning of Inverse Lithography Technologies ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
IM-3D: Iterative Multiview Diffusion and Reconstruction for High-Quality 3D Generation ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
IM-Unpack: Training and Inference with Arbitrarily Low Precision Integers βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
IOI: Invisible One-Iteration Adversarial Attack on No-Reference Image- and Video-Quality Metrics βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
IW-GAE: Importance weighted group accuracy estimation for improved calibration and model selection in unsupervised domain adaptation βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Identifiability Matters: Revealing the Hidden Recoverable Condition in Unbiased Learning to Rank βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Identification and Estimation for Nonignorable Missing Data: A Data Fusion Approach ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Image Clustering with External Guidance ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Image Fusion via Vision-Language Model ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Image Hijacks: Adversarial Images can Control Generative Models at Runtime ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Imitation Learning from Purified Demonstrations βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Imitation Learning in Discounted Linear MDPs without exploration assumptions βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Impact of Decentralized Learning on Player Utilities in Stackelberg Games βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Implicit Bias of AdamW: $\ell_∞$-Norm Constrained Optimization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Implicit Bias of Policy Gradient in Linear Quadratic Control: Extrapolation to Unseen Initial States ❌ βœ… ❌ ❌ βœ… ❌ βœ… 3
Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Implicit Regularization in Feedback Alignment Learning Mechanisms for Neural Networks ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Implicit Representations for Constrained Image Segmentation ❌ βœ… βœ… ❌ ❌ βœ… βœ… 4
Implicit Representations via Operator Learning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Implicit meta-learning may lead language models to trust more reliable sources ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Improved Bounds for Pure Private Agnostic Learning: Item-Level and User-Level Privacy βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Improved Communication-Privacy Trade-offs in $L_2$ Mean Estimation under Streaming Differential Privacy βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Improved Differentially Private and Lazy Online Convex Optimization: Lower Regret without Smoothness Requirements βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Improved Dimensionality Dependence for Zeroth-Order Optimisation over Cross-Polytopes βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Improved Generalization of Weight Space Networks via Augmentations ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Improved Modelling of Federated Datasets using Mixtures-of-Dirichlet-Multinomials βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Improved Operator Learning by Orthogonal Attention ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Improving Adversarial Energy-Based Model via Diffusion Process ❌ ❌ βœ… ❌ ❌ βœ… βœ… 3
Improving Antibody Humanness Prediction using Patent Data ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Improving Computational Complexity in Statistical Models with Local Curvature Information ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Improving Context Understanding in Multimodal Large Language Models via Multimodal Composition Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Improving Equivariant Graph Neural Networks on Large Geometric Graphs via Virtual Nodes Learning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Improving Factuality and Reasoning in Language Models through Multiagent Debate ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Improving Generalization in Offline Reinforcement Learning via Adversarial Data Splitting βœ… βœ… βœ… βœ… ❌ ❌ ❌ 4
Improving Gradient-Guided Nested Sampling for Posterior Inference βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Improving Group Robustness on Spurious Correlation Requires Preciser Group Inference βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Improving Interpretation Faithfulness for Vision Transformers βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Improving Neural Additive Models with Bayesian Principles ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Improving Neural Logic Machines via Failure Reflection βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Improving Open-Ended Text Generation via Adaptive Decoding βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Improving Prototypical Visual Explanations with Reward Reweighing, Reselection, and Retraining βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Improving SAM Requires Rethinking its Optimization Formulation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Improving Sample Efficiency of Model-Free Algorithms for Zero-Sum Markov Games βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Improving Sharpness-Aware Minimization by Lookahead βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Improving Token-Based World Models with Parallel Observation Prediction βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Improving Transformers with Dynamically Composable Multi-Head Attention βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Improving fine-grained understanding in image-text pre-training βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
In value-based deep reinforcement learning, a pruned network is a good network ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
In-Context Language Learning: Architectures and Algorithms βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
In-Context Learning Agents Are Asymmetric Belief Updaters ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
In-Context Principle Learning from Mistakes βœ… ❌ βœ… ❌ ❌ βœ… βœ… 4
In-Context Reinforcement Learning for Variable Action Spaces βœ… βœ… ❌ ❌ βœ… βœ… βœ… 5
In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
In-Context Unlearning: Language Models as Few-Shot Unlearners ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
In-context Convergence of Transformers ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
In-context Learning on Function Classes Unveiled for Transformers ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Incentivized Learning in Principal-Agent Bandit Games βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Incorporating Information into Shapley Values: Reweighting via a Maximum Entropy Approach βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Incorporating probabilistic domain knowledge into deep multiple instance learning ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Incremental Topological Ordering and Cycle Detection with Predictions ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Indirectly Parameterized Concrete Autoencoders ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Individual Fairness in Graph Decomposition βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Individualized Privacy Accounting via Subsampling with Applications in Combinatorial Optimization βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Inexact Newton-type Methods for Optimisation with Nonnegativity Constraints βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
InferCept: Efficient Intercept Support for Augmented Large Language Model Inference ❌ βœ… βœ… ❌ βœ… ❌ ❌ 3
Inferring Change Points in High-Dimensional Linear Regression via Approximate Message Passing ❌ βœ… ❌ βœ… βœ… βœ… βœ… 5
Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Inferring the Long-Term Causal Effects of Long-Term Treatments from Short-Term Experiments ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Infinite-Horizon Distributionally Robust Regret-Optimal Control βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
InfoNet: Neural Estimation of Mutual Information without Test-Time Optimization βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Information Complexity of Stochastic Convex Optimization: Applications to Generalization, Memorization, and Tracing βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Information Flow in Self-Supervised Learning ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Information-Directed Pessimism for Offline Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Inherent Trade-Offs between Diversity and Stability in Multi-Task Benchmarks βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Initial Guessing Bias: How Untrained Networks Favor Some Classes ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
InstructSpeech: Following Speech Editing Instructions via Large Language Models βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Instruction Tuning for Secure Code Generation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Integrated Hardware Architecture and Device Placement Search βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Integrating Global Context Contrast and Local Sensitivity for Blind Image Quality Assessment ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
InterLUDE: Interactions between Labeled and Unlabeled Data to Enhance Semi-Supervised Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Interacting Diffusion Processes for Event Sequence Forecasting ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Interaction-based Retrieval-augmented Diffusion Models for Protein-specific 3D Molecule Generation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Interplay of ROC and Precision-Recall AUCs: Theoretical Limits and Practical Implications in Binary Classification ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
InterpreTabNet: Distilling Predictive Signals from Tabular Data by Salient Feature Interpretation βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
Interpretability Illusions in the Generalization of Simplified Models ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Interpretable Deep Clustering for Tabular Data ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Interpreting Equivariant Representations ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Interpreting and Improving Diffusion Models from an Optimization Perspective βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Interpreting and Improving Large Language Models in Arithmetic Calculation βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Intersecting-Boundary-Sensitive Fingerprinting for Tampering Detection of DNN Models ❌ βœ… βœ… ❌ βœ… ❌ ❌ 3
Intersectional Unfairness Discovery βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Invariant Risk Minimization Is A Total Variation Model ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Inverse-Variance Weighting for Estimation of Heterogeneous Treatment Effects ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Investigating Pre-Training Objectives for Generalization in Vision-Based Reinforcement Learning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Is Epistemic Uncertainty Faithfully Represented by Evidential Deep Learning Methods? ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Is In-Context Learning in Large Language Models Bayesian? A Martingale Perspective ❌ βœ… ❌ ❌ βœ… ❌ βœ… 3
Is Inverse Reinforcement Learning Harder than Standard Reinforcement Learning? A Theoretical Perspective βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Is Kernel Prediction More Powerful than Gating in Convolutional Neural Networks? ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts? ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Isometric Representation Learning for Disentangled Latent Space of Diffusion Models ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Iterated Denoising Energy Matching for Sampling from Boltzmann Densities βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Iterative Data Smoothing: Mitigating Reward Overfitting and Overoptimization in RLHF βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-constraint βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Iterative Regularized Policy Optimization with Imperfect Demonstrations βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Iterative Search Attribution for Deep Neural Networks βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Jacobian Regularizer-based Neural Granger Causality ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Jetfire: Efficient and Accurate Transformer Pretraining with INT8 Data Flow and Per-Block Quantization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Joint Composite Latent Space Bayesian Optimization βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Junk DNA Hypothesis: Pruning Small Pre-Trained Weights $\textitIrreversibly$ and $\textitMonotonically$ Impairs β€œDifficult" Downstream Tasks in LLMs ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Just Cluster It: An Approach for Exploration in High-Dimensions using Clustering and Pre-Trained Representations βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
KISA: A Unified Keyframe Identifier and Skill Annotator for Long-Horizon Robotics Demonstrations βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
KV-Runahead: Scalable Causal LLM Inference by Parallel Key-Value Cache Generation βœ… ❌ ❌ ❌ βœ… βœ… βœ… 4
Keep the Momentum: Conservation Laws beyond Euclidean Gradient Flows ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Kepler codebook ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Kernel Debiased Plug-in Estimation: Simultaneous, Automated Debiasing without Influence Functions for Many Target Parameters βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Kernel Semi-Implicit Variational Inference βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Kernel-Based Evaluation of Conditional Biological Sequence Models βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions βœ… βœ… βœ… ❌ βœ… ❌ ❌ 4
KernelWarehouse: Rethinking the Design of Dynamic Convolution βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Keypoint-based Progressive Chain-of-Thought Distillation for LLMs βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Knowledge Distillation with Auxiliary Variable βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Knowledge Graphs Can be Learned with Just Intersection Features ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Knowledge Transfer from Vision Foundation Models for Efficient Training of Small Task-specific Models ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Knowledge-aware Reinforced Language Models for Protein Directed Evolution βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
LAGMA: LAtent Goal-guided Multi-Agent Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
LASER: Linear Compression in Wireless Distributed Optimization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
LCA-on-the-Line: Benchmarking Out of Distribution Generalization with Class Taxonomies ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
LESS: Selecting Influential Data for Targeted Instruction Tuning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
LLM Maybe LongLM: SelfExtend LLM Context Window Without Tuning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
LLM-Empowered State Representation for Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
LLaGA: Large Language and Graph Assistant ❌ βœ… βœ… βœ… ❌ βœ… βœ… 5
LLark: A Multimodal Instruction-Following Language Model for Music ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
LPGD: A General Framework for Backpropagation through Embedded Optimization Layers βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
LQER: Low-Rank Quantization Error Reconstruction for LLMs ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering βœ… βœ… βœ… ❌ ❌ βœ… βœ… 5
LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
LangCell: Language-Cell Pre-training for Cell Identity Understanding ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Langevin Policy for Safe Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Language Agent Tree Search Unifies Reasoning, Acting, and Planning in Language Models βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game ❌ βœ… ❌ ❌ ❌ βœ… βœ… 3
Language Generation with Strictly Proper Scoring Rules ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Language Models Represent Beliefs of Self and Others ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Language Models as Science Tutors ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Language Models as Semantic Indexers βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Language Models with Conformal Factuality Guarantees βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Language-Driven Cross-Modal Classifier for Zero-Shot Multi-Label Image Recognition βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Language-guided Skill Learning with Temporal Variational Inference ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Large Language Models are Geographically Biased ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Large Scale Dataset Distillation with Domain Shift βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Larimar: Large Language Models with Episodic Memory Control βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Latent Logic Tree Extraction for Event Sequence Explanation from LLMs βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Latent Noise Segmentation: How Neural Noise Leads to the Emergence of Segmentation and Grouping βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Latent Optimal Paths by Gumbel Propagation for Variational Bayesian Dynamic Programming βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Latent Space Symmetry Discovery ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Latent variable model for high-dimensional point process with structured missingness ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Layer-Aware Analysis of Catastrophic Overfitting: Revealing the Pseudo-Robust Shortcut Dependency βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Layerwise Change of Knowledge in Neural Networks ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Layerwise Proximal Replay: A Proximal Point Method for Online Continual Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
LeaPformer: Enabling Linear Transformers for Autoregressive and Simultaneous Tasks via Learned Proportions ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Learning 1-Bit Tiny Object Detector with Discriminative Feature Refinement ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Learning Adaptive and View-Invariant Vision Transformer for Real-Time UAV Tracking ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Learning Associative Memories with Gradient Descent ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Learning Causal Domain-Invariant Temporal Dynamics for Few-Shot Action Recognition ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Learning Causal Dynamics Models in Object-Oriented Environments βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Learning Causal Relations from Subsampled Time Series with Two Time-Slices βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Learning Constraints from Offline Demonstrations via Superior Distribution Correction Estimation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Learning Coverage Paths in Unknown Environments with Deep Reinforcement Learning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Learning Decision Policies with Instrumental Variables through Double Machine Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Learning Decision Trees and Forests with Algorithmic Recourse βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Learning Divergence Fields for Shift-Robust Graph Representations ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Learning Exceptional Subgroups by End-to-End Maximizing KL-Divergence βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Learning Graph Representation via Graph Entropy Maximization βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Learning High-Order Relationships of Brain Regions ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Learning Iterative Reasoning through Energy Diffusion βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Learning Label Shift Correction for Test-Agnostic Long-Tailed Recognition βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Learning Latent Dynamic Robust Representations for World Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Learning Latent Space Hierarchical EBM Diffusion Models βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Learning Latent Structures in Network Games via Data-Dependent Gated-Prior Graph Variational Autoencoders ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Learning Linear Block Error Correction Codes ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Learning Low-dimensional Latent Dynamics from High-dimensional Observations: Non-asymptotics and Lower Bounds βœ… ❌ ❌ βœ… ❌ ❌ βœ… 3
Learning Mixtures of Gaussian Processes through Random Projection βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Learning Modality Knowledge Alignment for Cross-Modality Transfer βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Learning Multiple Secrets in Mastermind βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Learning Optimal Deterministic Policies with Stochastic Policy Gradients βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Learning Optimal Projection for Forecast Reconciliation of Hierarchical Time Series ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Learning Pseudo-Contractive Denoisers for Inverse Problems βœ… βœ… βœ… ❌ ❌ βœ… βœ… 5
Learning Reward for Robot Skills Using Large Language Models via Self-Alignment βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Learning Scale-Aware Spatio-temporal Implicit Representation for Event-based Motion Deblurring ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Learning Shadow Variable Representation for Treatment Effect Estimation under Collider Bias βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Learning Solution-Aware Transformers for Efficiently Solving Quadratic Assignment Problem βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Learning Surrogates for Offline Black-Box Optimization via Gradient Matching βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Learning Universal Predictors βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Learning Useful Representations of Recurrent Neural Network Weight Matrices ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Learning a Diffusion Model Policy from Rewards via Q-Score Matching βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Learning and Forgetting Unsafe Examples in Large Language Models βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Learning from Integral Losses in Physics Informed Neural Networks βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Learning from Streaming Data when Users Choose βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Learning in Deep Factor Graphs with Gaussian Belief Propagation ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Learning in Feature Spaces via Coupled Covariances: Asymmetric Kernel SVD and NystrΓΆm method βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Learning the Target Network in Function Space βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Learning the Uncertainty Sets of Linear Control Systems via Set Membership: A Non-asymptotic Analysis ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Learning to Compile Programs to Neural Networks ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Learning to Continually Learn with the Bayesian Principle ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Learning to Explore for Stochastic Gradient MCMC βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Learning to Explore in POMDPs with Informational Rewards βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Learning to Infer Generative Template Programs for Visual Concepts ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Learning to Intervene on Concept Bottlenecks βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Learning to Model the World With Language βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Learning to Play Atari in a World of Tokens βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Learning to Predict Mutational Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Learning to Reach Goals via Diffusion βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Learning to Remove Cuts in Integer Linear Programming βœ… ❌ ❌ βœ… ❌ βœ… βœ… 4
Learning to Route Among Specialized Experts for Zero-Shot Generalization ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Learning to Scale Logits for Temperature-Conditional GFlowNets βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Learning with 3D rotations, a hitchhiker’s guide to SO(3) ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Learning with Adaptive Resource Allocation βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More Practical βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Learning with Partial-Label and Unlabeled Data: A Uniform Treatment for Supervision Redundancy and Insufficiency βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Learning-Rate-Free Stochastic Optimization over Riemannian Manifolds βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Less is More: on the Over-Globalizing Problem in Graph Transformers ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often! βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Let Go of Your Labels with Unsupervised Transfer βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Leverage Class-Specific Accuracy to Guide Data Generation for Improving Image Classification βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Leveraging (Biased) Information: Multi-armed Bandits with Offline Data βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Leveraging Attractor Dynamics in Spatial Navigation for Better Language Parsing ❌ ❌ βœ… βœ… ❌ βœ… βœ… 4
Leveraging Self-Consistency for Data-Efficient Amortized Bayesian Inference βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Leveraging VLM-Based Pipelines to Annotate 3D Objects ❌ βœ… βœ… ❌ ❌ βœ… βœ… 4
Libra: Building Decoupled Vision System on Large Language Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Lie Neurons: Adjoint-Equivariant Neural Networks for Semisimple Lie Algebras ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Light and Optimal SchrΓΆdinger Bridge Matching βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Lightweight Image Super-Resolution via Flexible Meta Pruning ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Limited Preference Aided Imitation Learning from Imperfect Demonstrations βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Linear Explanations for Individual Neurons βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Linguistic Calibration of Long-Form Generations βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Liouville Flow Importance Sampler βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Listenable Maps for Audio Classifiers ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Listening to the noise: Blind Denoising with Gibbs Diffusion βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Listwise Reward Estimation for Offline Preference-based Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
LoCoCo: Dropping In Convolutions for Long Context Compression βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
LoRA Training in the NTK Regime has No Spurious Local Minima ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
LoRA+: Efficient Low Rank Adaptation of Large Models ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
LoRAP: Transformer Sub-Layers Deserve Differentiated Structured Compression for Large Language Models βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Local Causal Structure Learning in the Presence of Latent Variables βœ… βœ… βœ… ❌ βœ… ❌ ❌ 4
Local Feature Selection without Label or Feature Leakage for Interpretable Machine Learning Predictions βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Local vs. Global Interpretability: A Computational Complexity Perspective βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Localizing Task Information for Improved Model Merging and Compression ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Locally Differentially Private Decentralized Stochastic Bilevel Optimization with Guaranteed Convergence Accuracy βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Locally Interdependent Multi-Agent MDP: Theoretical Framework for Decentralized Agents with Dynamic Dependencies ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Log Neural Controlled Differential Equations: The Lie Brackets Make A Difference ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Logistic Variational Bayes Revisited ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Long Range Propagation on Continuous-Time Dynamic Graphs ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Longitudinal Targeted Minimum Loss-based Estimation with Temporal-Difference Heterogeneous Transformer βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Look Ahead or Look Around? A Theoretical Comparison Between Autoregressive and Masked Pretraining ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Lookbehind-SAM: k steps back, 1 step forward βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Loss Shaping Constraints for Long-Term Time Series Forecasting βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Low-Cost High-Power Membership Inference Attacks βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Low-Rank Bandits via Tight Two-to-Infinity Singular Subspace Recovery βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Low-Rank Similarity Mining for Multimodal Dataset Distillation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Lyapunov-stable Neural Control for State and Output Feedback: A Novel Formulation βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
MADA: Meta-Adaptive Optimizers Through Hyper-Gradient Descent βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go Approximation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
MALIBO: Meta-learning for Likelihood-free Bayesian Optimization βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
MC-GTA: Metric-Constrained Model-Based Clustering using Goodness-of-fit Tests with Autocorrelations βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
MD tree: a model-diagnostic tree grown on loss landscape ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
MEMORYLLM: Towards Self-Updatable Large Language Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
MFTN: A Multi-scale Feature Transfer Network Based on IMatchFormer for Hyperspectral Image Super-Resolution ❌ ❌ βœ… ❌ βœ… βœ… βœ… 4
MGit: A Model Versioning and Management System βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
MILP-FBGen: LP/MILP Instance Generation with Feasibility/Boundedness βœ… ❌ βœ… βœ… ❌ βœ… βœ… 5
MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
MLI Formula: A Nearly Scale-Invariant Solution with Noise Perturbation βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
MOKD: Cross-domain Finetuning for Few-shot Classification via Maximizing Optimized Kernel Dependence βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
MOMENT: A Family of Open Time-series Foundation Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
MS$^3$D: A RG Flow-Based Regularization for GAN Training with Limited Data βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
MS-TIP: Imputation Aware Pedestrian Trajectory Prediction ❌ βœ… βœ… ❌ ❌ βœ… βœ… 4
MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Machine Vision Therapy: Multimodal Large Language Models Can Enhance Visual Robustness via Denoising In-Context Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Maestro: Uncovering Low-Rank Structures via Trainable Decomposition βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
MagicPose: Realistic Human Poses and Facial Expressions Retargeting with Identity-aware Diffusion ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Magicoder: Empowering Code Generation with OSS-Instruct ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Major-Minor Mean Field Multi-Agent Reinforcement Learning βœ… βœ… ❌ ❌ βœ… βœ… βœ… 5
Make-A-Shape: a Ten-Million-scale 3D Shape Model ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Making Old Things New: A Unified Algorithm for Differentially Private Clustering βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Manifold Integrated Gradients: Riemannian Geometry for Feature Attribution βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Mapping the Multiverse of Latent Representations ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Masked Face Recognition with Generative-to-Discriminative Representations ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Mastering Zero-Shot Interactions in Cooperative and Competitive Simultaneous Games βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
MathScale: Scaling Instruction Tuning for Mathematical Reasoning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Matrix Information Theory for Self-Supervised Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Matroid Semi-Bandits in Sublinear Time βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
MaxMin-RLHF: Alignment with Diverse Human Preferences βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Mean Estimation in the Add-Remove Model of Differential Privacy βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Mean Field Langevin Actor-Critic: Faster Convergence and Global Optimality beyond Lazy Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Mean-field Chaos Diffusion Models βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Mean-field Underdamped Langevin Dynamics and its Spacetime Discretization βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Measures of diversity and space-filling designs for categorical data βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Measuring Stochastic Data Complexity with Boltzmann Influence Functions ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Mechanistic Design and Scaling of Hybrid Architectures ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Mechanistic Neural Networks for Scientific Machine Learning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Membership Inference Attacks on Diffusion Models via Quantile Regression βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory Architecture βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Memorization Through the Lens of Curvature of Loss Function Around Samples βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Memory Consolidation Enables Long-Context Video Understanding βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Memory Efficient Neural Processes via Constant Memory Attention Block ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Merging Multi-Task Models via Weight-Ensembling Mixture of Experts ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Meta Evidential Transformer for Few-Shot Open-Set Recognition βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Meta-Reinforcement Learning Robust to Distributional Shift Via Performing Lifelong In-Context Learning βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Mimicking Better by Matching the Approximate Action Distribution βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Minimally Modifying a Markov Game to Achieve Any Nash Equilibrium and Value βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Minimax Optimality of Score-based Diffusion Models: Beyond the Density Lower Bound Assumptions βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Minimizing $f$-Divergences by Interpolating Velocity Fields βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Minimum Norm Interpolation Meets The Local Theory of Banach Spaces ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Minimum-Norm Interpolation Under Covariate Shift ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Mitigating Catastrophic Forgetting in Online Continual Learning by Modeling Previous Task Interrelations via Pareto Optimization βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Mitigating Label Noise on Graphs via Topological Sample Selection βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Mitigating Oversmoothing Through Reverse Process of GNNs for Heterophilic Graphs βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Mitigating Privacy Risk in Membership Inference by Convex-Concave Loss ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Mixtures of Experts Unlock Parameter Scaling for Deep RL ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
MoMo: Momentum Models for Adaptive Learning Rates βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Mobile Attention: Mobile-Friendly Linear-Attention for Vision Transformers ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Model Alignment as Prospect Theoretic Optimization ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Model Assessment and Selection under Temporal Distribution Shift βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Model-Based Minimum Bayes Risk Decoding for Text Generation ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Model-Based RL for Mean-Field Games is not Statistically Harder than Single-Agent RL βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Model-Free Robust $Ο†$-Divergence Reinforcement Learning Using Both Offline and Online Data βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Model-based Reinforcement Learning for Confounded POMDPs βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Model-based Reinforcement Learning for Parameterized Action Spaces βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Modeling Caption Diversity in Contrastive Vision-Language Pretraining ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Modeling Language Tokens as Functionals of Semantic Fields ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Modelling Microbial Communities with Graph Neural Networks ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Modular Learning of Deep Causal Generative Models for High-dimensional Causal Inference βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Mollification Effects of Policy Gradient Methods ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Momentum Particle Maximum Likelihood βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Momentum for the Win: Collaborative Federated Reinforcement Learning across Heterogeneous Environments βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Monotone Individual Fairness βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Monotone, Bi-Lipschitz, and Polyak-Łojasiewicz Networks βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
More Benefits of Being Distributional: Second-Order Bounds for Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
More Flexible PAC-Bayesian Meta-Learning by Learning Learning Algorithms ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-Loop and Hessian-Free Solution Strategy βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
MorphGrower: A Synchronized Layer-by-layer Growing Approach for Plausible Neuronal Morphology Generation ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Multi-Factor Adaptive Vision Selection for Egocentric Video Question Answering βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Multi-Fidelity Residual Neural Processes for Scalable Surrogate Modeling βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Multi-Patch Prediction: Adapting Language Models for Time Series Representation Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Multi-Region Markovian Gaussian Process: An Efficient Method to Discover Directional Communications Across Multiple Brain Regions ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Multi-Sender Persuasion: A Computational Perspective ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Multi-Source Conformal Inference Under Distribution Shift βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Multi-View Clustering by Inter-cluster Connectivity Guided Reward ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Multi-View Stochastic Block Models βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Multi-group Learning for Hierarchical Groups βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
MultiMax: Sparse and Multi-Modal Attention Learning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Multicalibration for Confidence Scoring in LLMs βœ… ❌ βœ… βœ… ❌ ❌ ❌ 3
Multigroup Robustness βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Multimodal Prototyping for cancer survival prediction ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Multiplicative Weights Update, Area Convexity and Random Coordinate Descent for Densest Subgraph Problems βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Multiply Robust Estimation for Local Distribution Shifts with Multiple Domains βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Multiply-Robust Causal Change Attribution ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
MusicFlow: Cascaded Flow Matching for Text Guided Music Generation ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
MusicRL: Aligning Music Generation to Human Preferences ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
MuxServe: Flexible Spatial-Temporal Multiplexing for Multiple LLM Serving βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
NDOT: Neuronal Dynamics-based Online Training for Spiking Neural Networks βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
NExT-Chat: An LMM for Chat, Detection and Segmentation ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
NExT-GPT: Any-to-Any Multimodal LLM ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
NExT: Teaching Large Language Models to Reason about Code Execution βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Naive Bayes Classifiers over Missing Data: Decision and Poisoning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Nash Incentive-compatible Online Mechanism Learning via Weakly Differentially Private Online Learning βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Nash Learning from Human Feedback ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Navigating Scaling Laws: Compute Optimality in Adaptive Model Training ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
NeWRF: A Deep Learning Framework for Wireless Radiation Field Reconstruction and Channel Prediction ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Near-Linear Time Approximation Algorithms for k-means with Outliers βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Near-Optimal Regret in Linear MDPs with Aggregate Bandit Feedback βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Near-Optimal Reinforcement Learning with Self-Play under Adaptivity Constraints βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Nearest Neighbour Score Estimators for Diffusion Generative Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Neighboring Perturbations of Knowledge Editing on Large Language Models ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Nesting Particle Filters for Experimental Design in Dynamical Systems βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Network Tight Community Detection βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Neural Collapse for Cross-entropy Class-Imbalanced Learning with Unconstrained ReLU Features Model ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Neural Collapse in Multi-label Learning with Pick-all-label Loss ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Neural Collapse meets Differential Privacy: Curious behaviors of NoisyGD with Near-Perfect Representation Learning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Neural Diffusion Models βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual Fidelity ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Neural Jump-Diffusion Temporal Point Processes βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Neural NeRF Compression βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Neural Networks Learn Statistics of Increasing Complexity βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Neural Operators with Localized Integral and Differential Kernels ❌ βœ… ❌ βœ… βœ… ❌ βœ… 4
Neural SPH: Improved Neural Modeling of Lagrangian Fluid Dynamics ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Neural Tangent Kernels Motivate Cross-Covariance Graphs in Neural Networks ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Neural Tangent Kernels for Axis-Aligned Tree Ensembles ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Neural operators meet conjugate gradients: The FCG-NO method for efficient PDE solving βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Neural-Kernel Conditional Mean Embeddings ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
NeuralIndicator: Implicit Surface Reconstruction from Neural Indicator Priors ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Neuro-Symbolic Temporal Point Processes ❌ ❌ βœ… ❌ βœ… βœ… ❌ 3
Neuro-Visualizer: A Novel Auto-Encoder-Based Loss Landscape Visualization Method With an Application in Knowledge-Guided Machine Learning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Neurodegenerative Brain Network Classification via Adaptive Diffusion with Temporal Regularization ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Neuroexplicit Diffusion Models for Inpainting of Optical Flow Fields ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
New Bounds on the Cohesion of Complete-link and Other Linkage Methods for Agglomerative Clustering βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
New Sample Complexity Bounds for Sample Average Approximation in Heavy-Tailed Stochastic Programming ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
No Dimensional Sampling Coresets for Classification ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
No Double Descent in Principal Component Regression: A High-Dimensional Analysis ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
No Free Prune: Information-Theoretic Barriers to Pruning at Initialization ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
No Wrong Turns: The Simple Geometry Of Neural Networks Optimization Paths βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
No-Regret Reinforcement Learning in Smooth MDPs ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
Noise-Adaptive Confidence Sets for Linear Bandits and Application to Bayesian Optimization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Non-Asymptotic Analysis for Single-Loop (Natural) Actor-Critic with Compatible Function Approximation βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Non-Vacuous Generalization Bounds for Large Language Models βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Non-clairvoyant Scheduling with Partial Predictions βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Non-confusing Generation of Customized Concepts in Diffusion Models ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
Non-convex Stochastic Composite Optimization with Polyak Momentum βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Non-parametric Online Change Point Detection on Riemannian Manifolds βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Non-stationary Online Convex Optimization with Arbitrary Delays βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Nonlinear Filtering with Brenier Optimal Transport Maps βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Nonparametric Teaching of Implicit Neural Representations βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Not all distributional shifts are equal: Fine-grained robust conformal inference βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Novel Spectral Algorithms for the Partial Credit Model βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
O$n$ Learning Deep O($n$)-Equivariant Hyperspheres ❌ βœ… βœ… βœ… βœ… ❌ ❌ 4
OAK: Enriching Document Representations using Auxiliary Knowledge for Extreme Classification βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
ODIM: Outlier Detection via Likelihood of Under-Fitted Generative Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
ODIN: Disentangled Reward Mitigates Hacking in RLHF βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
OMPO: A Unified Framework for RL under Policy and Dynamics Shifts βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
OODRobustBench: a Benchmark and Large-Scale Analysis of Adversarial Robustness under Distribution Shift ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
OSN: Infinite Representations of Dynamic 3D Scenes from Monocular Videos ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
OT-CLIP: Understanding and Generalizing CLIP via Optimal Transport βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
OTMatch: Improving Semi-Supervised Learning with Optimal Transport βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Observable Propagation: Uncovering Feature Vectors in Transformers βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Off-policy Evaluation Beyond Overlap: Sharp Partial Identification Under Smoothness ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
Offline Actor-Critic Reinforcement Learning Scales to Large Models βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Offline Imitation from Observation via Primal Wasserstein State Occupancy Matching βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Offline Inverse RL: New Solution Concepts and Provably Efficient Algorithms βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Offline Multi-Objective Optimization ❌ βœ… βœ… βœ… ❌ βœ… βœ… 5
Offline Training of Language Model Agents with Functions as Learnable Weights βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Offline Transition Modeling via Contrastive Energy Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Offline-Boosted Actor-Critic: Adaptively Blending Optimal Historical Behaviors in Deep Off-Policy RL βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
On Computational Limits of Modern Hopfield Models: A Fine-Grained Complexity Analysis βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
On Convergence of Incremental Gradient for Non-convex Smooth Functions ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
On Discrete Prompt Optimization for Diffusion Models βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
On Gradient-like Explanation under a Black-box Setting: When Black-box Explanations Become as Good as White-box ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
On Hypothesis Transfer Learning of Functional Linear Models βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
On Interpolating Experts and Multi-Armed Bandits βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
On Least Square Estimation in Softmax Gating Mixture of Experts ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
On Mechanistic Knowledge Localization in Text-to-Image Generative Models βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
On Multi-Armed Bandit with Impatient Arms βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
On Online Experimentation without Device Identifiers βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
On PI Controllers for Updating Lagrange Multipliers in Constrained Optimization βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
On Positivity Condition for Causal Inference βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
On Prompt-Driven Safeguarding for Large Language Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
On Statistical Learning Theory for Distributional Inputs ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
On Stronger Computational Separations Between Multimodal and Unimodal Machine Learning βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
On The Complexity of First-Order Methods in Stochastic Bilevel Optimization βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
On The Fairness Impacts of Hardware Selection in Machine Learning ❌ ❌ βœ… ❌ βœ… βœ… βœ… 4
On The Statistical Complexity of Offline Decision-Making βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
On Universally Optimal Algorithms for A/B Testing βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
On Which Nodes Does GCN Fail? Enhancing GCN From the Node Perspective ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
On a Combinatorial Problem Arising in Machine Teaching ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
On a Neural Implementation of Brenier’s Polar Factorization βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
On dimensionality of feature vectors in MPNNs ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
On the Asymptotic Distribution of the Minimum Empirical Risk ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
On the Calibration of Human Pose Estimation βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
On the Complexity of Finite-Sum Smooth Optimization under the Polyak–Łojasiewicz Condition βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
On the Consistency of Kernel Methods with Dependent Observations ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
On the Convergence of Projected Bures-Wasserstein Gradient Descent under Euclidean Strong Convexity βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
On the Diminishing Returns of Width for Continual Learning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
On the Duality Between Sharpness-Aware Minimization and Adversarial Training ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
On the Effectiveness of Supervision in Asymmetric Non-Contrastive Learning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
On the Embedding Collapse when Scaling up Recommendation Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
On the Emergence of Cross-Task Linearity in Pretraining-Finetuning Paradigm ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
On the Error-Propagation of Inexact Hotelling’s Deflation for Principal Component Analysis βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
On the Expressive Power of Spectral Invariant Graph Neural Networks ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
On the Feasibility of Single-Pass Full-Capacity Learning in Linear Threshold Neurons with Binary Input Vectors βœ… βœ… ❌ ❌ βœ… βœ… βœ… 5
On the Generalization of Equivariant Graph Neural Networks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
On the Hardness of Probabilistic Neurosymbolic Learning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
On the Identifiability of Switching Dynamical Systems ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
On the Implicit Bias of Adam ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
On the Independence Assumption in Neurosymbolic Learning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
On the Last-Iterate Convergence of Shuffling Gradient Methods βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
On the Maximal Local Disparity of Fairness-Aware Classifiers βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
On the Minimal Degree Bias in Generalization on the Unseen for non-Boolean Functions βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
On the Nonlinearity of Layer Normalization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
On the Origins of Linear Representations in Large Language Models ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
On the Recoverability of Causal Relations from Temporally Aggregated I.I.D. Data ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
On the Role of Edge Dependency in Graph Generative Models βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
On the Second-Order Convergence of Biased Policy Gradient Algorithms βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
On the Tractability of SHAP Explanations under Markovian Distributions ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
On the Trajectory Regularity of ODE-based Diffusion Sampling βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
On the Unexpected Effectiveness of Reinforcement Learning for Sequential Recommendation ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
On the Universality of Volume-Preserving and Coupling-Based Normalizing Flows ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
On the Weight Dynamics of Deep Normalized Networks βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
On the sample complexity of conditional independence testing with Von Mises estimator with application to causal discovery ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
One Meta-tuned Transformer is What You Need for Few-shot Learning ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
One Prompt is not Enough: Automated Construction of a Mixture-of-Expert Prompts βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
One for All: A Universal Generator for Concept Unlearnability via Multi-Modal Alignment ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
One-Shot Strategic Classification Under Unknown Costs βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Online Adaptive Anomaly Thresholding with Confidence Sequences βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Online Algorithms with Uncertainty-Quantified Predictions βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Online Cascade Learning for Efficient Inference over Streams βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Online Isolation Forest βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Online Learning and Information Exponents: The Importance of Batch size & Time/Complexity Tradeoffs ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Online Learning in Betting Markets: Profit versus Prediction βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Online Learning in CMDPs: Handling Stochastic and Adversarial Constraints βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Online Learning under Budget and ROI Constraints via Weak Adaptivity βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Online Learning with Bounded Recall βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Online Linear Regression in Dynamic Environments via Discounting βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Online Matching with Stochastic Rewards: Provable Better Bound via Adversarial Reinforcement Learning ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Online Matrix Completion: A Collaborative Approach with Hott Items βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Online Resource Allocation with Non-Stationary Customers βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Online Speculative Decoding βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Online Variational Sequential Monte Carlo βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Online bipartite matching with imperfect advice βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Online conformal prediction with decaying step sizes ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Open Ad Hoc Teamwork with Cooperative Game Theory βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Open-Domain Text Evaluation via Contrastive Distribution Methods βœ… βœ… βœ… βœ… ❌ ❌ ❌ 4
Open-Vocabulary Calibration for Fine-tuned CLIP ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Operator SVD with Neural Networks via Nested Low-Rank Approximation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Optimal Acceleration for Minimax and Fixed-Point Problems is Not Unique ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Optimal Batched Linear Bandits βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Optimal Coresets for Low-Dimensional Geometric Median ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Optimal Differentially Private Model Training with Public Data βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Optimal Exact Recovery in Semi-Supervised Learning: A Study of Spectral Methods and Graph Convolutional Networks βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Optimal Eye Surgeon: Finding image priors through sparse generators at initialization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Optimal Hessian/Jacobian-Free Nonconvex-PL Bilevel Optimization βœ… ❌ ❌ βœ… ❌ ❌ βœ… 3
Optimal Kernel Choice for Score Function-based Causal Discovery ❌ ❌ βœ… ❌ ❌ βœ… βœ… 3
Optimal Kernel Quantile Learning with Random Features ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Optimal Recurrent Network Topologies for Dynamical Systems Reconstruction βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Optimal Ridge Regularization for Out-of-Distribution Prediction ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Optimal Transport for Structure Learning Under Missing Data βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Optimal bounds for $\ell_p$ sensitivity sampling via $\ell_2$ augmentation ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Optimally Improving Cooperative Learning in a Social Setting βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Optimistic Multi-Agent Policy Gradient βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Optimization without Retraction on the Random Generalized Stiefel Manifold ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Optimizing Watermarks for Large Language Models ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Orthogonal Bootstrap: Efficient Simulation of Input Uncertainty βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Out of the Ordinary: Spectrally Adapting Regression for Covariate Shift βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Out-of-Domain Generalization in Dynamical Systems Reconstruction ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Outlier-Efficient Hopfield Layers for Large Transformer-Based Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Outlier-aware Slicing for Post-Training Quantization in Vision Transformer βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Outlier-robust Kalman Filtering through Generalised Bayes βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Overcoming Saturation in Density Ratio Estimation by Iterated Regularization ❌ βœ… βœ… βœ… ❌ βœ… βœ… 5
Overcoming the Optimizer’s Curse: Obtaining Realistic Prescriptions from Neural Networks βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
OxyGenerator: Reconstructing Global Ocean Deoxygenation Over a Century with Deep Learning βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
PAC-Bayesian Error Bound, via RΓ©nyi Divergence, for a Class of Linear Time-Invariant State-Space Models ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
PAGER: Accurate Failure Characterization in Deep Regression Models βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
PAPM: A Physics-aware Proxy Model for Process Systems βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics Modeling ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
PARDEN, Can You Repeat That? Defending against Jailbreaks via Repetition ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
PASOA- PArticle baSed Bayesian Optimal Adaptive design βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
PGODE: Towards High-quality System Dynamics Modeling βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
PICLe: Eliciting Diverse Behaviors from Large Language Models with Persona In-Context Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
PID: Prompt-Independent Data Protection Against Latent Diffusion Models ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
PIDformer: Transformer Meets Control Theory ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
PIPER: Primitive-Informed Preference-based Hierarchical Reinforcement Learning via Hindsight Relabeling βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
PPFLOW: Target-Aware Peptide Design with Torsional Flow Matching ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
PRISE: LLM-Style Sequence Compression for Learning Temporal Action Abstractions in Control βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Pairwise Alignment Improves Graph Domain Adaptation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Parallel Affine Transformation Tuning of Markov Chain Monte Carlo βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Parallelized Spatiotemporal Slot Binding for Videos βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Parameter Efficient Quasi-Orthogonal Fine-Tuning via Givens Rotation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Parameter Estimation in DAGs from Incomplete Data via Optimal Transport βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Parameter-Dependent Competitive Analysis for Online Capacitated Coverage Maximization through Boostings and Attenuations βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Parameter-Efficient Fine-Tuning with Controls ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Parameter-Efficient Fine-Tuning with Discrete Fourier Transform βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Parameterized Physics-informed Neural Networks for Parameterized PDEs ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Parsimonious Learning-Augmented Approximations for Dense Instances of $\mathcalNP$-hard Problems βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Partial Multi-View Multi-Label Classification via Semantic Invariance Learning and Prototype Modeling βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Partial Optimality in the Linear Ordering Problem βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Partially Stochastic Infinitely Deep Bayesian Neural Networks ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Particle Denoising Diffusion Sampler βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Path-Guided Particle-based Sampling βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Pausing Policy Learning in Non-stationary Reinforcement Learning βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
PcLast: Discovering Plannable Continuous Latent States βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Pedestrian Attribute Recognition as Label-balanced Multi-label Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Peeking with PEAK: Sequential, Nonparametric Composite Hypothesis Tests for Means of Multiple Data Streams ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
PerceptAnon: Exploring the Human Perception of Image Anonymization Beyond Pseudonymization for GDPR ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Perfect Alignment May be Poisonous to Graph Contrastive Learning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Performance Bounds for Active Binary Testing with Information Maximization ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Performative Prediction with Bandit Feedback: Learning through Reparameterization βœ… βœ… ❌ ❌ ❌ ❌ ❌ 2
Perturb-and-Project: Differentially Private Similarities and Marginals βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Physics and Lie symmetry informed Gaussian processes ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Physics of Language Models: Part 3.1, Knowledge Storage and Extraction ❌ ❌ ❌ βœ… ❌ ❌ βœ… 2
Physics-Informed Neural Network Policy Iteration: Algorithms, Convergence, and Verification βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Pi-DUAL: Using privileged information to distinguish clean from noisy labels ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Piecewise Constant and Linear Regression Trees: An Optimal Dynamic Programming Approach βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
PinNet: Pinpoint Instructive Information for Retrieval Augmented Code-to-Text Generation ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
PlanDQ: Hierarchical Plan Orchestration via D-Conductor and Q-Performer βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Planning, Fast and Slow: Online Reinforcement Learning with Action-Free Offline Data via Multiscale Planners βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Plug-and-Play image restoration with Stochastic deNOising REgularization βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Plug-in Performative Optimization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Pluvial Flood Emulation with Hydraulics-informed Message Passing ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
PointMC: Multi-instance Point Cloud Registration based on Maximal Cliques ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Policy Evaluation for Variance in Average Reward Reinforcement Learning βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Policy Learning for Balancing Short-Term and Long-Term Rewards ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Policy-conditioned Environment Models are More Generalizable βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
PolySketchFormer: Fast Transformers via Sketching Polynomial Kernels βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Polynomial-based Self-Attention for Table Representation Learning ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Position: $C^*$-Algebraic Machine Learning $-$ Moving in a New Direction ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: A Call for Embodied AI ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: A Call to Action for a Human-Centered AutoML Paradigm ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: A Roadmap to Pluralistic Alignment ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Position: A Safe Harbor for AI Evaluation and Red Teaming ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: AI-Powered Autonomous Weapons Risk Geopolitical Instability and Threaten AI Research ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: AI/ML Influencers Have a Place in the Academic Process ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Amazing Things Come From Having Many Good Models ❌ ❌ βœ… βœ… ❌ ❌ ❌ 2
Position: An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Position: Application-Driven Innovation in Machine Learning ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Automatic Environment Shaping is the Next Frontier in RL βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Benchmarking is Limited in Reinforcement Learning Research ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Position: Beyond Personhood: Agency, Accountability, and the Limits of Anthropomorphic Ethical Analysis ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Building Guardrails for Large Language Models Requires Systematic Design ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Categorical Deep Learning is an Algebraic Theory of All Architectures ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Compositional Generative Modeling: A Single Model is Not All You Need ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Position: Considerations for Differentially Private Learning with Large-Scale Public Pretraining ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Data Authenticity, Consent, & Provenance for AI are all broken: what will it take to fix them? ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Data-driven Discovery with Large Generative Models ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Position: Do Not Explain Vision Models Without Context ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Position: Do pretrained Transformers Learn In-Context by Gradient Descent? ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Position: Embracing Negative Results in Machine Learning ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Enforced Amnesia as a Way to Mitigate the Potential Risk of Silent Suffering in the Conscious AI ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Evolving AI Collectives Enhance Human Diversity and Enable Self-Regulation ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Position: Explain to Question not to Justify ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Position: Foundation Agents as the Paradigm Shift for Decision Making ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Position: Fundamental Limitations of LLM Censorship Necessitate New Approaches ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Future Directions in the Theory of Graph Machine Learning ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Graph Foundation Models Are Already Here ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Position: Insights from Survey Methodology can Improve Training Data ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Intent-aligned AI Systems Must Optimize for Agency Preservation ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Position: Is machine learning good or bad for the natural sciences? ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Position: Key Claims in LLM Research Have a Long Tail of Footnotes ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: LLMs Can’t Plan, But Can Help Planning in LLM-Modulo Frameworks ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Position: Levels of AGI for Operationalizing Progress on the Path to AGI ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Leverage Foundational Models for Black-Box Optimization βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Position: Machine Learning-powered Assessments of the EU Digital Services Act Aid Quantify Policy Impacts on Online Harms ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Measure Dataset Diversity, Don’t Just Claim It ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Position: Mission Critical – Satellite Data is a Distinct Modality in Machine Learning ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: On the Possibilities of AI-Generated Text Detection ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Position: On the Societal Impact of Open Foundation Models ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Open-Endedness is Essential for Artificial Superhuman Intelligence ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Opportunities Exist for Machine Learning in Magnetic Fusion Energy ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Position: Optimization in SciML Should Employ the Function Space Geometry ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Quo Vadis, Unsupervised Time Series Anomaly Detection? ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Position: Reinforcement Learning in Dynamic Treatment Regimes Needs Critical Reexamination ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Position: Relational Deep Learning - Graph Representation Learning on Relational Databases βœ… βœ… βœ… βœ… ❌ ❌ ❌ 4
Position: Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Position: Scaling Simulation is Neither Necessary Nor Sufficient for In-the-Wild Robot Manipulation ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Scarce Resource Allocations That Rely On Machine Learning Should Be Randomized βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Position: Social Choice Should Guide AI Alignment in Dealing with Diverse Human Feedback ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Social Environment Design Should be Further Developed for AI-based Policy-Making ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Position: Standardization of Behavioral Use Clauses is Necessary for the Adoption of Responsible Licensing of AI ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
Position: Stop Making Unscientific AGI Performance Claims ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Position: Technical Research and Talent is Needed for Effective AI Governance ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Tensor Networks are a Valuable Asset for Green AI ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Position: The Causal Revolution Needs Scientific Pragmatism ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: The No Free Lunch Theorem, Kolmogorov Complexity, and the Role of Inductive Biases in Machine Learning ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Position: The Platonic Representation Hypothesis ❌ βœ… βœ… βœ… ❌ ❌ ❌ 3
Position: The Reasonable Person Standard for AI ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Topological Deep Learning is the New Frontier for Relational Learning ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Towards Implicit Prompt For Text-To-Image Models ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Position: Towards Unified Alignment Between Agents, Humans, and Environment βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
Position: TrustLLM: Trustworthiness in Large Language Models ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Position: Understanding LLMs Requires More Than Statistical Generalization ❌ βœ… ❌ ❌ ❌ βœ… βœ… 3
Position: Video as the New Language for Real-World Decision Making ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Position: What Can Large Language Models Tell Us about Time Series Analysis βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Position: What makes an image realistic? ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Why Tabular Foundation Models Should Be a Research Priority ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Why We Must Rethink Empirical Research in Machine Learning ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Position: Will we run out of data? Limits of LLM scaling based on human-generated data ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Positional Knowledge is All You Need: Position-induced Transformer (PiT) for Operator Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Positive Concave Deep Equilibrium Models ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Positive and Unlabeled Learning with Controlled Probability Boundary Fence ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Post-hoc Part-Prototype Networks ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Potential Based Diffusion Motion Planning βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Practical Hamiltonian Monte Carlo on Riemannian Manifolds via Relativity Theory βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Practical Performance Guarantees for Pipelined DNN Inference βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Pragmatic Feature Preferences: Learning Reward-Relevant Preferences from Human Input βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Pre-Training Protein Bi-level Representation Through Span Mask Strategy On 3D Protein Chains ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Precise Accuracy / Robustness Tradeoffs in Regression: Case of General Norms ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Predicting Dose-Response Curves with Deep Neural Networks ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Predicting Lagrangian Multipliers for Mixed Integer Linear Programs ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Prediction Accuracy of Learning in Games : Follow-the-Regularized-Leader meets Heisenberg ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Prediction-powered Generalization of Causal Inferences βœ… βœ… ❌ βœ… ❌ ❌ βœ… 4
Predictive Coding beyond Correlations βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Predictive Dynamic Fusion ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Predictive Linear Online Tracking for Unknown Targets βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Predictive Performance Comparison of Decision Policies Under Confounding βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy Data βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Preference Optimization for Molecule Synthesis with Conditional Residual Energy-based Models βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Premise Order Matters in Reasoning with Large Language Models ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Preventing Model Collapse in Gaussian Process Latent Variable Models βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Pricing with Contextual Elasticity and Heteroscedastic Valuation βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Principled Gradient-Based MCMC for Conditional Sampling of Text ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Principled Preferential Bayesian Optimization βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
PriorBoost: An Adaptive Algorithm for Learning from Aggregate Responses βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Prismatic VLMs: Investigating the Design Space of Visually-Conditioned Language Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Privacy Attacks in Decentralized Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Privacy Backdoors: Stealing Data with Corrupted Pretrained Models ❌ βœ… βœ… ❌ ❌ βœ… βœ… 4
Privacy Preserving Adaptive Experiment Design βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Privacy Profiles for Private Selection ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Privacy-Preserving Data Release Leveraging Optimal Transport and Particle Gradient Descent βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Privacy-Preserving Embedding via Look-up Table Evaluation with Fully Homomorphic Encryption βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Privacy-Preserving Instructions for Aligning Large Language Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Private Gradient Descent for Linear Regression: Tighter Error Bounds and Instance-Specific Uncertainty Estimation βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Private Heterogeneous Federated Learning Without a Trusted Server Revisited: Error-Optimal and Communication-Efficient Algorithms for Convex Losses βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Private Truly-Everlasting Robust-Prediction βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Private Vector Mean Estimation in the Shuffle Model: Optimal Rates Require Many Messages βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Private and Federated Stochastic Convex Optimization: Efficient Strategies for Centralized Systems βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Privately Learning Smooth Distributions on the Hypercube by Projections ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Proactive DP: A Multiple Target Optimization Framework for DP-SGD βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Proactive Detection of Voice Cloning with Localized Watermarking ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Probabilistic Conceptual Explainers: Trustworthy Conceptual Explanations for Vision Foundation Models βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Probabilistic Constrained Reinforcement Learning with Formal Interpretability βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Probabilistic Forecasting with Stochastic Interpolants and FΓΆllmer Processes βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Probabilistic Generating Circuits - Demystified ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Probabilistic Modeling of Interpersonal Coordination Processes ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Probabilistic Routing for Graph-Based Approximate Nearest Neighbor Search βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Probabilistic Subgoal Representations for Hierarchical Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Probabilistic Time Series Modeling with Decomposable Denoising Diffusion Model βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Probability Distribution of Hypervolume Improvement in Bi-objective Bayesian Optimization ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Prodigy: An Expeditiously Adaptive Parameter-Free Learner βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Profile Reconstruction from Private Sketches βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Projecting Molecules into Synthesizable Chemical Spaces βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Projection-Free Online Convex Optimization with Time-Varying Constraints βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Projection-Free Variance Reduction Methods for Stochastic Constrained Multi-Level Compositional Optimization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Prometheus: Out-of-distribution Fluid Dynamics Modeling with Disentangled Graph ODE βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Promoting External and Internal Equities Under Ex-Ante/Ex-Post Metrics in Online Resource Allocation βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Prompt Sketching for Large Language Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Prompt-based Visual Alignment for Zero-shot Policy Transfer ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Prompt-guided Precise Audio Editing with Diffusion Models βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Prompt-tuning Latent Diffusion Models for Inverse Problems βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Promptbreeder: Self-Referential Self-Improvement via Prompt Evolution ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Prompting a Pretrained Transformer Can Be a Universal Approximator ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Prompting is a Double-Edged Sword: Improving Worst-Group Robustness of Foundation Models βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Prospective Side Information for Latent MDPs βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Prospector Heads: Generalized Feature Attribution for Large Models & Data βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Protein Conformation Generation via Force-Guided SE(3) Diffusion Models βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Proteus: Exploring Protein Structure Generation for Enhanced Designability and Efficiency βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Prototypical Transformer As Unified Motion Learners βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Provable Benefits of Local Steps in Heterogeneous Federated Learning for Neural Networks: A Feature Learning Perspective ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Provable Contrastive Continual Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Provable Interactive Learning with Hindsight Instruction Feedback βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Provable Multi-Task Representation Learning by Two-Layer ReLU Neural Networks ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Provable Privacy with Non-Private Pre-Processing βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Provable Representation with Efficient Planning for Partially Observable Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Provable Risk-Sensitive Distributional Reinforcement Learning with General Function Approximation βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Provably Better Explanations with Optimized Aggregation of Feature Attributions ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Provably Efficient Long-Horizon Exploration in Monte Carlo Tree Search through State Occupancy Regularization βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Provably Efficient Partially Observable Risk-sensitive Reinforcement Learning with Hindsight Observation βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Provably Efficient Reinforcement Learning for Adversarial Restless Multi-Armed Bandits with Unknown Transitions and Bandit Feedback βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Provably Neural Active Learning Succeeds via Prioritizing Perplexing Samples βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Provably Robust DPO: Aligning Language Models with Noisy Feedback βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Provably Scalable Black-Box Variational Inference with Structured Variational Families ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
PruNeRF: Segment-Centric Dataset Pruning via 3D Spatial Consistency ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Pruned Pivot: Correlation Clustering Algorithm for Dynamic, Parallel, and Local Computation Models βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Pruner-Zero: Evolving Symbolic Pruning Metric From Scratch for Large Language Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Pseudo-Calibration: Improving Predictive Uncertainty Estimation in Unsupervised Domain Adaptation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Purifying Quantization-conditioned Backdoors via Layer-wise Activation Correction with Distribution Approximation ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Pursuing Overall Welfare in Federated Learning through Sequential Decision Making βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Q-Probe: A Lightweight Approach to Reward Maximization for Language Models ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Q-Star Meets Scalable Posterior Sampling: Bridging Theory and Practice via HyperAgent βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Q-value Regularized Transformer for Offline Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
QBMK: Quantum-based Matching Kernels for Un-attributed Graphs ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
QORA: Zero-Shot Transfer via Interpretable Object-Relational Model Learning βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
QUEST: Query-Aware Sparsity for Efficient Long-Context LLM Inference βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
QuIP$#$: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
QuRating: Selecting High-Quality Data for Training Language Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Quality Diversity through Human Feedback: Towards Open-Ended Diversity-Driven Optimization βœ… βœ… βœ… ❌ ❌ βœ… βœ… 5
Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics βœ… βœ… ❌ ❌ ❌ βœ… βœ… 4
Quality-Diversity with Limited Resources βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Quantum Algorithm for Online Exp-concave Optimization βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Quantum Algorithms and Lower Bounds for Finite-Sum Optimization βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Quantum Implicit Neural Representations ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Quantum Positional Encodings for Graph Neural Networks βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Quantum Theory and Application of Contextual Optimal Transport ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
Quasi-Monte Carlo Features for Kernel Approximation ❌ ❌ βœ… ❌ ❌ βœ… βœ… 3
R2E: Turning any Github Repository into a Programming Agent Environment ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
RAUCA: A Novel Physical Adversarial Attack on Vehicle Detectors via Robust and Accurate Camouflage Generation ❌ βœ… ❌ βœ… βœ… ❌ βœ… 4
REMEDI: Corrective Transformations for Improved Neural Entropy Estimation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
REST: Efficient and Accelerated EEG Seizure Analysis through Residual State Updates ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
RICE: Breaking Through the Training Bottlenecks of Reinforcement Learning with Explanation βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
RL-CFR: Improving Action Abstraction for Imperfect Information Extensive-Form Games with Reinforcement Learning βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
RL-VLM-F: Reinforcement Learning from Vision Language Foundation Model Feedback βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
RLVF: Learning from Verbal Feedback without Overgeneralization ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
RMIB: Representation Matching Information Bottleneck for Matching Text Representations ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
RNAFlow: RNA Structure & Sequence Design via Inverse Folding-Based Flow Matching βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution Samples βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
RVI-SAC: Average Reward Off-Policy Deep Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Random Latent Exploration for Deep Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Random Masking Finds Winning Tickets for Parameter Efficient Fine-tuning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Random Scaling and Momentum for Non-smooth Non-convex Optimization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Random features models: a way to study the success of naive imputation ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Random matrix theory improved FrΓ©chet mean of symmetric positive definite matrices βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Randomized Confidence Bounds for Stochastic Partial Monitoring βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Ranking-based Client Imitation Selection for Efficient Federated Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Rapid Learning without Catastrophic Forgetting in the Morris Water Maze βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Rate-Optimal Policy Optimization for Linear Markov Decision Processes βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Re-Dock: Towards Flexible and Realistic Molecular Docking with Diffusion Bridge βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
ReDiffuser: Reliable Decision-Making Using a Diffuser with Confidence Estimation ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
ReGAL: Refactoring Programs to Discover Generalizable Abstractions βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
ReLU Network with Width $d+\mathcalO(1)$ Can Achieve Optimal Approximation Rate ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
ReLU to the Rescue: Improve Your On-Policy Actor-Critic with Positive Advantages βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
ReLUs Are Sufficient for Learning Implicit Neural Representations ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Reason for Future, Act for Now: A Principled Architecture for Autonomous LLM Agents βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Receptive Fields As Experts in Convolutional Neural Architectures ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
ReconBoost: Boosting Can Achieve Modality Reconcilement βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Recovering Labels from Local Updates in Federated Learning βœ… ❌ βœ… ❌ ❌ βœ… βœ… 4
Recovering the Pre-Fine-Tuning Weights of Generative Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Recurrent Distance Filtering for Graph Representation Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Recurrent Early Exits for Federated Learning with Heterogeneous Clients ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Reducing Balancing Error for Causal Inference via Optimal Transport βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Reducing Item Discrepancy via Differentially Private Robust Embedding Alignment for Privacy-Preserving Cross Domain Recommendation βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Reducing sequential change detection to sequential estimation βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversion βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Reference Neural Operators: Learning the Smooth Dependence of Solutions of PDEs on Geometric Deformations βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Refined Coreset Selection: Towards Minimal Coreset Size under Model Performance Constraints βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Refining Minimax Regret for Unsupervised Environment Design βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Reflected Flow Matching βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Reflective Policy Optimization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Regression Learning with Limited Observations of Multivariate Outcomes and Features βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Regression with Multi-Expert Deferral ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Regularized Q-learning through Robust Averaging ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Regularizing with Pseudo-Negatives for Continual Self-Supervised Learning ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Reinforcement Learning and Regret Bounds for Admission Control βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Reinforcement Learning from Reachability Specifications: PAC Guarantees with Expected Conditional Distance βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Reinforcement Learning within Tree Search for Fast Macro Placement βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Reinformer: Max-Return Sequence Modeling for Offline RL βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Rejuvenating image-GPT as Strong Visual Representation Learners ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Relational DNN Verification With Cross Executional Bound Refinement βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Relational Learning in Pre-Trained Models: A Theory from Hypergraph Recovery Perspective βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Relaxing the Accurate Imputation Assumption in Doubly Robust Learning for Debiased Collaborative Filtering βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Remembering to Be Fair: Non-Markovian Fairness in Sequential Decision Making βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Removing Spurious Concepts from Neural Network Representations via Joint Subspace Estimation βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Reparameterized Importance Sampling for Robust Variational Bayesian Neural Networks βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Repeat After Me: Transformers are Better than State Space Models at Copying βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Replicable Learning of Large-Margin Halfspaces βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Repoformer: Selective Retrieval for Repository-Level Code Completion βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Representation Surgery for Multi-Task Model Merging ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Representation Surgery: Theory and Practice of Affine Steering ❌ βœ… βœ… ❌ ❌ βœ… βœ… 4
Representing Molecules as Random Walks Over Interpretable Grammars βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Reservoir Computing for Short High-Dimensional Time Series: an Application to SARS-CoV-2 Hospitalization Forecast βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Reshape and Adapt for Output Quantization (RAOQ): Quantization-aware Training for In-memory Computing Systems βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Residual Quantization with Implicit Neural Codebooks ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Resisting Stochastic Risks in Diffusion Planners with the Trajectory Aggregation Tree βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Restoring balance: principled under/oversampling of data for optimal classification ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Rethinking Adversarial Robustness in the Context of the Right to be Forgotten ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Rethinking DP-SGD in Discrete Domain: Exploring Logistic Distribution in the Realm of signSGD βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Rethinking Decision Transformer via Hierarchical Reinforcement Learning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Rethinking Generative Large Language Model Evaluation for Semantic Comprehension ❌ ❌ ❌ ❌ βœ… βœ… βœ… 3
Rethinking Guidance Information to Utilize Unlabeled Samples: A Label Encoding Perspective ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Rethinking Independent Cross-Entropy Loss For Graph-Structured Data βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Rethinking Momentum Knowledge Distillation in Online Continual Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Rethinking Optimization and Architecture for Tiny Language Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Rethinking Specificity in SBDD: Leveraging Delta Score and Energy-Guided Diffusion βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Rethinking Transformers in Solving POMDPs ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Rethinking the Flat Minima Searching in Federated Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Retrieval Across Any Domains via Large-scale Pre-trained Model ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Retrieval-Augmented Score Distillation for Text-to-3D Generation ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Revealing Vision-Language Integration in the Brain with Multimodal Networks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Revealing the Dark Secrets of Extremely Large Kernel ConvNets on Robustness ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Revisit the Essence of Distilling Knowledge through Calibration ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Revisiting Character-level Adversarial Attacks for Language Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Revisiting Context Aggregation for Image Matting ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Revisiting Inexact Fixed-Point Iterations for Min-Max Problems: Stochasticity and Structured Nonconvexity βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Revisiting Scalable Hessian Diagonal Approximations for Applications in Reinforcement Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Revisiting the Power of Prompt for Visual Tuning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Revisiting the Role of Language Priors in Vision-Language Models ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dependencies and Intra-Series Variations Modeling ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Reward Shaping for Reinforcement Learning with An Assistant Reward Agent βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Reward-Free Kernel-Based Reinforcement Learning βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Reweighted Solutions for Weighted Low Rank Approximation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Rich-Observation Reinforcement Learning with Continuous Latent Dynamics βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Riemannian Accelerated Zeroth-order Algorithm: Improved Robustness and Lower Query Complexity βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Riemannian Preconditioned LoRA for Fine-Tuning Foundation Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Riemannian coordinate descent algorithms on matrix manifolds βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Risk Aware Benchmarking of Large Language Models βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Risk Estimation in a Markov Cost Process: Lower and Upper Bounds ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Risk-Sensitive Policy Optimization via Predictive CVaR Policy Gradient βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Risk-Sensitive Reward-Free Reinforcement Learning with CVaR βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
RoSA: Accurate Parameter-Efficient Fine-Tuning via Robust Adaptation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
RoboDreamer: Learning Compositional World Models for Robot Imagination βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
RoboGen: Towards Unleashing Infinite Data for Automated Robot Learning via Generative Simulation ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
RoboMP$^2$: A Robotic Multimodal Perception-Planning Framework with Multimodal Large Language Models ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Robust Classification via a Single Diffusion Model βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Robust Data-driven Prescriptiveness Optimization βœ… βœ… ❌ βœ… βœ… βœ… ❌ 5
Robust Graph Matching when Nodes are Corrupt βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Robust Inverse Constrained Reinforcement Learning under Model Misspecification βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Robust Inverse Graphics via Probabilistic Inference βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Robust Learning-Augmented Dictionaries ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Robust Multi-Task Learning with Excess Risks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Robust Optimization in Protein Fitness Landscapes Using Reinforcement Learning in Latent Space βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Robust Sparse Estimation for Gaussians with Optimal Error under Huber Contamination βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Robust Stable Spiking Neural Networks ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Robust Universal Adversarial Perturbations βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Robust Yet Efficient Conformal Prediction Sets βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Robust and Conjugate Gaussian Process Regression ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Robustly Learning Single-Index Models via Alignment Sharpness βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Robustness of Deep Learning for Accelerated MRI: Benefits of Diverse Training Data ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Robustness of Nonlinear Representation Learning ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Rolling Diffusion Models βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Roping in Uncertainty: Robustness and Regularization in Markov Games ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Run-Time Task Composition with Safety Semantics ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
RΓ©nyi Pufferfish Privacy: General Additive Noise Mechanisms and Privacy Amplification by Iteration via Shift Reduction Lemmas ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
S$Ξ©$I: Score-based O-INFORMATION Estimation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
S3O: A Dual-Phase Approach for Reconstructing Dynamic Shape and Skeleton of Articulated Objects from Single Monocular Video βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
SAM-E: Leveraging Visual Foundation Model with Sequence Imitation for Embodied Manipulation ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
SAPG: Split and Aggregate Policy Gradients βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
SCoRe: Submodular Combinatorial Representation Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
SFC: Achieve Accurate Fast Convolution under Low-precision Arithmetic ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
SHINE: Shielding Backdoors in Deep Reinforcement Learning βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
SILVER: Single-loop variance reduction and application to federated learning βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
SIN: Selective and Interpretable Normalization for Long-Term Time Series Forecasting ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
SLAB: Efficient Transformers with Simplified Linear Attention and Progressive Re-parameterized Batch Normalization ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
SMaRt: Improving GANs with Score Matching Regularity ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
SPABA: A Single-Loop and Probabilistic Stochastic Bilevel Algorithm Achieving Optimal Sample Complexity βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
SPADE: Sparsity-Guided Debugging for Deep Neural Networks βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
SSL4Q: Semi-Supervised Learning of Quantum Data with Application to Quantum State Classification ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
STEER: Assessing the Economic Rationality of Large Language Models ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
STELLA: Continual Audio-Video Pre-training with SpatioTemporal Localized Alignment βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
SaVeR: Optimal Data Collection Strategy for Safe Policy Evaluation in Tabular MDP βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Safe Exploration in Dose Finding Clinical Trials with Heterogeneous Participants βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Safe Reinforcement Learning using Finite-Horizon Gradient-based Estimation βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Safe and Robust Subgame Exploitation in Imperfect Information Games ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Saliency strikes back: How filtering out high frequencies improves white-box explanations ❌ ❌ βœ… ❌ βœ… ❌ ❌ 2
Sample Average Approximation for Conditional Stochastic Optimization with Dependent Data ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Sample Complexity Bounds for Estimating Probability Divergences under Invariances ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Sample as you Infer: Predictive Coding with Langevin Dynamics βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Sample-Efficient Multiagent Reinforcement Learning with Reset Replay βœ… βœ… βœ… ❌ ❌ βœ… βœ… 5
Sample-Efficient Robust Multi-Agent Reinforcement Learning in the Face of Environmental Uncertainty βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Sample-specific Masks for Visual Reprogramming-based Prompting βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Sampling in Unit Time with Kernel Fisher-Rao Flow ❌ βœ… ❌ ❌ βœ… ❌ βœ… 3
Sampling is as easy as keeping the consistency: convergence guarantee for Consistency Models ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Sampling-based Multi-dimensional Recalibration βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Sarah Frank-Wolfe: Methods for Constrained Optimization with Best Rates and Practical Features βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Scalable AI Safety via Doubly-Efficient Debate βœ… βœ… ❌ ❌ ❌ βœ… ❌ 3
Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Scalable Multiple Kernel Clustering: Learning Clustering Structure from Expectation βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Scalable Online Exploration via Coverability βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Scalable Pre-training of Large Autoregressive Image Models ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Scalable Safe Policy Improvement for Factored Multi-Agent MDPs βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Scalable and Flexible Causal Discovery with an Efficient Test for Adjacency ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Scale-Free Image Keypoints Using Differentiable Persistent Homology ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Scaling Beyond the GPU Memory Limit for Large Mixture-of-Experts Model Training ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Scaling Down Deep Learning with MNIST-1D ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Scaling Exponents Across Parameterizations and Optimizers ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Scaling Laws for Fine-Grained Mixture of Experts ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Scaling Laws for the Value of Individual Data Points in Machine Learning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Scaling Tractable Probabilistic Circuits: A Systems Perspective βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Scene Graph Generation Strategy with Co-occurrence Knowledge and Learnable Term Frequency βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Score-Based Causal Discovery of Latent Variable Causal Models βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Scribble-Supervised Semantic Segmentation with Prototype-based Feature Augmentation ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
SeMOPO: Learning High-quality Model and Policy from Low-quality Offline Visual Datasets βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Second-Order Uncertainty Quantification: A Distance-Based Approach ❌ βœ… ❌ ❌ ❌ ❌ ❌ 1
See More Details: Efficient Image Super-Resolution by Experts Mining βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Seesaw: Compensating for Nonlinear Reduction with Linear Computations for Private Inference βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Seizing Serendipity: Exploiting the Value of Past Success in Off-Policy Actor-Critic βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
SelMatch: Effectively Scaling Up Dataset Distillation via Selection-Based Initialization and Partial Updates by Trajectory Matching βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Selecting Large Language Model to Fine-tune via Rectified Scaling Law βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Self-Attention through Kernel-Eigen Pair Sparse Variational Gaussian Processes ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Self-Composing Policies for Scalable Continual Reinforcement Learning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Self-Consistency Training for Density-Functional-Theory Hamiltonian Prediction βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Self-Correcting Self-Consuming Loops for Generative Model Training βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Self-Driven Entropy Aggregation for Byzantine-Robust Heterogeneous Federated Learning βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Self-Infilling Code Generation βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Self-Rewarding Language Models ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Self-Supervised Coarsening of Unstructured Grid with Automatic Differentiation ❌ βœ… ❌ ❌ βœ… ❌ βœ… 3
Self-Supervised Interpretable End-to-End Learning via Latent Functional Modularity ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Self-attention Networks Localize When QK-eigenspectrum Concentrates ❌ ❌ βœ… ❌ ❌ βœ… βœ… 3
Self-cognitive Denoising in the Presence of Multiple Noisy Label Sources βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
SelfIE: Self-Interpretation of Large Language Model Embeddings ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
SelfVC: Voice Conversion With Iterative Refinement using Self Transformations βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Semantic-Aware Human Object Interaction Image Generation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Semantically-correlated memories in a dense associative model ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Sequence Compression Speeds Up Credit Assignment in Reinforcement Learning βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Sequential Asynchronous Action Coordination in Multi-Agent Systems: A Stackelberg Decision Transformer Approach βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Sequential Disentanglement by Extracting Static Information From A Single Sequence Element ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Sequential Kernel Goodness-of-fit Testing βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Sharp Rates in Dependent Learning Theory: Avoiding Sample Size Deflation for the Square Loss ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Sharpness-Aware Data Generation for Zero-shot Quantization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Shifted Interpolation for Differential Privacy ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
SiBBlInGS: Similarity-driven Building-Block Inference using Graphs across States βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
SiT: Symmetry-invariant Transformers for Generalisation in Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Sign Gradient Descent-based Neuronal Dynamics: ANN-to-SNN Conversion Beyond ReLU Network βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Sign Rank Limitations for Inner Product Graph Decoders ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
SignSGD with Federated Defense: Harnessing Adversarial Attacks through Gradient Sign Decoding βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
SimPro: A Simple Probabilistic Framework Towards Realistic Long-Tailed Semi-Supervised Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Simple Ingredients for Offline Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Simple linear attention language models balance the recall-throughput tradeoff βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Simplicity Bias of Two-Layer Networks beyond Linearly Separable Data ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Simplicity Bias via Global Convergence of Sharpness Minimization ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Simulation of Graph Algorithms with Looped Transformers βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Simulation-Based Inference with Quantile Regression βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Simultaneous identification of models and parameters of scientific simulators βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Single-Model Attribution of Generative Models Through Final-Layer Inversion ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Single-Trajectory Distributionally Robust Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals ❌ βœ… ❌ βœ… βœ… ❌ βœ… 4
Sliced Wasserstein with Random-Path Projecting Directions βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Sliced-Wasserstein Estimation with Spherical Harmonics as Control Variates βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Slicing Mutual Information Generalization Bounds for Neural Networks ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Sliding Down the Stairs: How Correlated Latent Variables Accelerate Learning with Neural Networks ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Slot Abstractors: Toward Scalable Abstract Visual Reasoning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Slow and Steady Wins the Race: Maintaining Plasticity with Hare and Tortoise Networks βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Small-loss Adaptive Regret for Online Convex Optimization βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Smooth Min-Max Monotonic Networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Smooth Tchebycheff Scalarization for Multi-Objective Optimization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Smoothing Proximal Gradient Methods for Nonsmooth Sparsity Constrained Optimization: Optimality Conditions and Global Convergence βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Smoothness Adaptive Hypothesis Transfer Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Sobolev Space Regularised Pre Density Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Socialized Learning: Making Each Other Better Through Multi-Agent Collaboration βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Soft Prompt Recovers Compressed LLMs, Transferably ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Solving Hierarchical Information-Sharing Dec-POMDPs: An Extensive-Form Game Approach βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Solving Poisson Equations using Neural Walk-on-Spheres βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
SparQ Attention: Bandwidth-Efficient LLM Inference βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Sparse Cocktail: Every Sparse Pattern Every Sparse Ratio All At Once βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Sparse Dimensionality Reduction Revisited ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Sparse Inducing Points in Deep Gaussian Processes: Enhancing Modeling with Denoising Diffusion Variational Inference βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Sparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Sparse and Structured Hopfield Networks βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Sparse is Enough in Fine-tuning Pre-trained Large Language Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Sparse-to-dense Multimodal Image Registration via Multi-Task Learning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
SparseTSF: Modeling Long-term Time Series Forecasting with *1k* Parameters βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Sparser, Better, Deeper, Stronger: Improving Static Sparse Training with Exact Orthogonal Initialization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Sparsest Models Elude Pruning: An ExposΓ© of Pruning’s Current Capabilities βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Spectral Phase Transition and Optimal PCA in Block-Structured Spiked Models ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Spectral Preconditioning for Gradient Methods on Graded Non-convex Functions βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Speech Self-Supervised Learning Using Diffusion Model Synthetic Data ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Spider: A Unified Framework for Context-dependent Concept Segmentation βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Spike Distance Function as a Learning Objective for Spike Prediction βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
SpikeZIP-TF: Conversion is All You Need for Transformer-based SNN ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Split-and-Denoise: Protect large language model inference with local differential privacy ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
SqueezeLLM: Dense-and-Sparse Quantization ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Stability Evaluation through Distributional Perturbation Analysis βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to $K$-Level Stochastic Optimizations βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Stability and Multigroup Fairness in Ranking with Uncertain Predictions ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Stability-Informed Initialization of Neural Ordinary Differential Equations βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Stabilizing Policy Gradients for Stochastic Differential Equations via Consistency with Perturbation Process βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Stable Differentiable Causal Discovery βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
StableMask: Refining Causal Masking in Decoder-only Transformer βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
StackSight: Unveiling WebAssembly through Large Language Models and Neurosymbolic Chain-of-Thought Decompilation ❌ ❌ βœ… ❌ ❌ βœ… βœ… 3
Stacking Deep Set Networks and Pooling by Quantiles βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Standardized Interpretable Fairness Measures for Continuous Risk Scores ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
State-Constrained Zero-Sum Differential Games with One-Sided Information βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
State-Free Inference of State-Space Models: The *Transfer Function* Approach βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Stationarity without mean reversion in improper Gaussian processes ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Stationary Latent Weight Inference for Unreliable Observations from Online Test-Time Adaptation βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Statistical Inference Under Constrained Selection Bias ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Statistical Properties of Robust Satisficing ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Statistical Test for Attention Maps in Vision Transformers βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Statistically Optimal Generative Modeling with Maximum Deviation from the Empirical Distribution βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Stay on Topic with Classifier-Free Guidance ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Stealing part of a production language model βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Stealthy Imitation: Reward-guided Environment-free Policy Stealing βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Stereo Risk: A Continuous Modeling Approach to Stereo Matching βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Stereographic Spherical Sliced Wasserstein Distances βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Stochastic Bandits with ReLU Neural Networks βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Stochastic Gradient Flow Dynamics of Test Risk and its Exact Solution for Weak Features ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Stochastic Interpolants with Data-Dependent Couplings βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Stochastic Localization via Iterative Posterior Sampling βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Stochastic Optimization with Arbitrary Recurrent Data Sampling βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Stochastic Q-learning for Large Discrete Action Spaces βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Stochastic Quantum Sampling for Non-Logconcave Distributions and Estimating Partition Functions βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Stochastic Weakly Convex Optimization beyond Lipschitz Continuity βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Stochastic positional embeddings improve masked image modeling βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Stop Regressing: Training Value Functions via Classification for Scalable Deep RL βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
StrWAEs to Invariant Representations βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Straight-Through Meets Sparse Recovery: the Support Exploration Algorithm βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
StrokeNUWAβ€”Tokenizing Strokes for Vector Graphic Synthesis ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Structure Your Data: Towards Semantic Graph Counterfactuals ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Structure-based drug design by denoising voxel grids βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Structured Chemistry Reasoning with Large Language Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Structured Inverse-Free Natural Gradient Descent: Memory-Efficient & Numerically-Stable KFAC βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Studying K-FAC Heuristics by Viewing Adam through a Second-Order Lens βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
SuDA: Support-based Domain Adaptation for Sim2Real Hinge Joint Tracking with Flexible Sensors βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Sub-token ViT Embedding via Stochastic Resonance Transformers ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Subequivariant Reinforcement Learning in 3D Multi-Entity Physical Environments βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Subgoal-based Demonstration Learning for Formal Theorem Proving βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Subgraphormer: Unifying Subgraph GNNs and Graph Transformers via Graph Products ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Subhomogeneous Deep Equilibrium Models ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Submodular framework for structured-sparse optimal transport βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Subsampling is not Magic: Why Large Batch Sizes Work for Differentially Private Stochastic Optimisation ❌ βœ… ❌ ❌ ❌ ❌ ❌ 1
Successor Features for Efficient Multi-Subject Controlled Text Generation ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Superpoint Gaussian Splatting for Real-Time High-Fidelity Dynamic Scene Reconstruction ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Supervised Matrix Factorization: Local Landscape Analysis and Applications βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
SurfPro: Functional Protein Design Based on Continuous Surface ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Surface-VQMAE: Vector-quantized Masked Auto-encoders on Molecular Surfaces ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Surprisingly Strong Performance Prediction with Neural Graph Features ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Swallowing the Bitter Pill: Simplified Scalable Conformer Generation βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Switchable Decision: Dynamic Neural Generation Networks βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Switched Flow Matching: Eliminating Singularities via Switching ODEs βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Switching the Loss Reduces the Cost in Batch Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
SyCoCa: Symmetrizing Contrastive Captioners with Attentive Masking for Multimodal Alignment ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Symmetric Matrix Completion with ReLU Sampling βœ… ❌ ❌ ❌ βœ… βœ… βœ… 4
Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Symmetry Induces Structure and Constraint of Learning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Synergistic Integration of Coordinate Network and Tensorial Feature for Improving Neural Radiance Fields from Sparse Inputs ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
TERD: A Unified Framework for Safeguarding Diffusion Models Against Backdoors βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
TIC-TAC: A Framework For Improved Covariance Estimation In Deep Heteroscedastic Regression βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
TSLANet: Rethinking Transformers for Time Series Representation Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
TVE: Learning Meta-attribution for Transferable Vision Explainer βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
TabLog: Test-Time Adaptation for Tabular Data Using Logic Rules ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Tackling Non-Stationarity in Reinforcement Learning via Causal-Origin Representation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Tandem Transformers for Inference Efficient LLMs ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Target Networks and Over-parameterization Stabilize Off-policy Bootstrapping with Function Approximation ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Task-aware Orthogonal Sparse Network for Exploring Shared Knowledge in Continual Learning βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Taylor Videos for Action Recognition βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Tell, Don’t Show: Language Guidance Eases Transfer Across Domains in Images and Videos ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Test-Time Degradation Adaptation for Open-Set Image Restoration ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Test-Time Model Adaptation with Only Forward Passes βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Test-Time Regret Minimization in Meta Reinforcement Learning βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Testing the Feasibility of Linear Programs with Bandit Feedback βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
The Balanced-Pairwise-Affinities Feature Transform βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
The Benefits of Reusing Batches for Gradient Descent in Two-Layer Networks: Breaking the Curse of Information and Leap Exponents ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
The Computational Complexity of Finding Second-Order Stationary Points βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
The Effect of Weight Precision on the Neuron Count in Deep ReLU Networks βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
The Emergence of Reproducibility and Consistency in Diffusion Models βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
The Entropy Enigma: Success and Failure of Entropy Minimization ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
The Expressive Power of Path-Based Graph Neural Networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
The Fundamental Limits of Least-Privilege Learning ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
The Good, The Bad, and Why: Unveiling Emotions in Generative AI ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
The Illusion of State in State-Space Models ❌ βœ… ❌ ❌ ❌ ❌ ❌ 1
The Linear Representation Hypothesis and the Geometry of Large Language Models ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
The Max-Min Formulation of Multi-Objective Reinforcement Learning: From Theory to a Model-Free Algorithm βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
The Merit of River Network Topology for Neural Flood Forecasting βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
The Non-linear $F$-Design and Applications to Interactive Learning βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
The Perception-Robustness Tradeoff in Deterministic Image Restoration βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
The Pitfalls of Next-Token Prediction ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
The Privacy Power of Correlated Noise in Decentralized Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
The Relative Value of Prediction in Algorithmic Decision Making ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
The Role of Learning Algorithms in Collective Action βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright BreachesWithout Adjusting Finetuning Pipeline ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
The WMDP Benchmark: Measuring and Reducing Malicious Use with Unlearning βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Theoretical Analysis of Learned Database Operations under Distribution Shift through Distribution Learnability βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Theoretical Guarantees for Variational Inference with Fixed-Variance Mixture of Gaussians ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Theoretical insights for diffusion guidance: A case study for Gaussian mixture models ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Theory of Consistency Diffusion Models: Distribution Estimation Meets Fast Sampling ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Thermometer: Towards Universal Calibration for Large Language Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Think Before You Act: Decision Transformers with Working Memory βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Tight Partial Identification of Causal Effects with Marginal Distribution of Unmeasured Confounders βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Tilt and Average : Geometric Adjustment of the Last Layer for Recalibration βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Tilt your Head: Activating the Hidden Spatial-Invariance of Classifiers βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Tilting the Odds at the Lottery: the Interplay of Overparameterisation and Curricula in Neural Networks ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Time Series Diffusion in the Frequency Domain ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Time Weaver: A Conditional Time Series Generation Model βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Time-Series Forecasting for Out-of-Distribution Generalization Using Invariant Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
TimeSiam: A Pre-Training Framework for Siamese Time-Series Modeling ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
TimeX++: Learning Time-Series Explanations with Information Bottleneck βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Timer: Generative Pre-trained Transformers Are Large Time Series Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
To Cool or not to Cool? Temperature Network Meets Large Foundation Models via DRO βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
To the Max: Reinventing Reward in Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Token-level Direct Preference Optimization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Topological Neural Networks go Persistent, Equivariant, and Continuous ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Total Variation Distance Meets Probabilistic Inference βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Total Variation Floodgate for Variable Importance Inference in Classification βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Toward Adaptive Reasoning in Large Language Models with Thought Rollback ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Toward Availability Attacks in 3D Point Clouds βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Towards AutoAI: Optimizing a Machine Learning System with Black-box and Differentiable Components βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Towards Causal Foundation Model: on Duality between Optimal Balancing and Attention βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Towards Certified Unlearning for Deep Neural Networks βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Towards Compositionality in Concept Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Towards Efficient Exact Optimization of Language Model Alignment ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Towards Efficient Spiking Transformer: a Token Sparsification Framework for Training and Inference Acceleration βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Towards Efficient Training and Evaluation of Robust Models against $l_0$ Bounded Adversarial Perturbations βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Towards General Algorithm Discovery for Combinatorial Optimization: Learning Symbolic Branching Policy from Bipartite Graph βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Towards General Neural Surrogate Solvers with Specialized Neural Accelerators ❌ βœ… ❌ ❌ βœ… ❌ βœ… 3
Towards Generalization beyond Pointwise Learning: A Unified Information-theoretic Perspective ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Towards Global Optimality for Practical Average Reward Reinforcement Learning without Mixing Time Oracles βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Towards Modular LLMs by Building and Reusing a Library of LoRAs βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Towards Neural Architecture Search through Hierarchical Generative Modeling βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Towards Optimal Adversarial Robust Q-learning with Bellman Infinity-error βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Towards Realistic Model Selection for Semi-supervised Learning βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Towards Resource-friendly, Extensible and Stable Incomplete Multi-view Clustering βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Towards Robust Model-Based Reinforcement Learning Against Adversarial Corruption βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Towards Scalable and Versatile Weight Space Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Towards Theoretical Understanding of Learning Large-scale Dependent Data via Random Features ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Towards Theoretical Understandings of Self-Consuming Generative Models βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Towards Understanding Inductive Bias in Transformers: A View From Infinity ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Towards Understanding the Word Sensitivity of Attention Layers: A Study via Random Features ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Towards Unified Multi-granularity Text Detection with Interactive Attention ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Towards a Better Theoretical Understanding of Independent Subnetwork Training βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Towards a Self-contained Data-driven Global Weather Forecasting Framework βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model βœ… βœ… ❌ βœ… ❌ ❌ βœ… 4
Towards efficient deep spiking neural networks construction with spiking activity based pruning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Towards the Theory of Unsupervised Federated Learning: Non-asymptotic Analysis of Federated EM Algorithms βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Trainable Transformer in Transformer ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Trained Random Forests Completely Reveal your Dataset ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Training Greedy Policy for Proposal Batch Selection in Expensive Multi-Objective Combinatorial Optimization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Training-Free Long-Context Scaling of Large Language Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Transferable Facial Privacy Protection against Blind Face Restoration via Domain-Consistent Adversarial Obfuscation ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Transferring Knowledge From Large Foundation Models to Small Downstream Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Transformers Implement Functional Gradient Descent to Learn Non-Linear Functions In Context ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscape βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Transformers Provably Learn Sparse Token Selection While Fully-Connected Nets Cannot ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Transformers, parallel computation, and logarithmic depth βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Transforming and Combining Rewards for Aligning Large Language Models ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Transitional Uncertainty with Layered Intermediate Predictions βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Translating Subgraphs to Nodes Makes Simple GNNs Strong and Efficient for Subgraph Representation Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Translation Equivariant Transformer Neural Processes ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Transolver: A Fast Transformer Solver for PDEs on General Geometries ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Transport of Algebraic Structure to Latent Embeddings βœ… βœ… ❌ βœ… βœ… βœ… βœ… 6
TravelPlanner: A Benchmark for Real-World Planning with Language Agents ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Triadic-OCD: Asynchronous Online Change Detection with Provable Robustness, Optimality, and Convergence βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Triple Changes Estimator for Targeted Policies ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Tripod: Three Complementary Inductive Biases for Disentangled Representation Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Truly No-Regret Learning in Constrained MDPs βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Trust Regions for Explanations via Black-Box Probabilistic Certification βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Trust the Model Where It Trusts Itself - Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Trustless Audits without Revealing Data or Models ❌ βœ… βœ… ❌ βœ… ❌ ❌ 3
Trustworthy Actionable Perturbations βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Tuning-Free Stochastic Optimization βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Tuning-free Estimation and Inference of Cumulative Distribution Function under Local Differential Privacy βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Turnstile $\ell_p$ leverage score sampling with applications βœ… βœ… βœ… ❌ βœ… ❌ ❌ 4
Two Fists, One Heart: Multi-Objective Optimization Based Strategy Fusion for Long-tailed Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Two Heads are Actually Better than One: Towards Better Adversarial Robustness via Transduction and Rejection βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Two Tales of Single-Phase Contrastive Hebbian Learning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Two-Stage Shadow Inclusion Estimation: An IV Approach for Causal Inference under Latent Confounding and Collider Bias βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Two-sided Competing Matching Recommendation Markets With Quota and Complementary Preferences Constraints βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Two-timescale Derivative Free Optimization for Performative Prediction with Markovian Data βœ… ❌ ❌ ❌ βœ… βœ… βœ… 4
UGrid: An Efficient-And-Rigorous Neural Multigrid Solver for Linear PDEs ❌ βœ… ❌ ❌ βœ… ❌ βœ… 3
ULAREF: A Unified Label Refinement Framework for Learning with Inaccurate Supervision βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework for Multivariate Time Series Analysis ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
UPAM: Unified Prompt Attack in Text-to-Image Generation Models Against Both Textual Filters and Visual Checkers ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
UPOCR: Towards Unified Pixel-Level OCR Interface ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
USTAD: Unified Single-model Training Achieving Diverse Scores for Information Retrieval ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Unbiased Multi-Label Learning from Crowdsourced Annotations βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Uncertainty Estimation by Density Aware Evidential Deep Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Uncertainty for Active Learning on Graphs ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Uncertainty-Aware Reward-Free Exploration with General Function Approximation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Understanding Adam Optimizer via Online Learning of Updates: Adam is FTRL in Disguise ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Understanding Diffusion Models by Feynman’s Path Integral βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Understanding Finetuning for Factual Knowledge Extraction ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Understanding Forgetting in Continual Learning with Linear Regression ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Understanding Heterophily for Graph Neural Networks ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Understanding Inter-Concept Relationships in Concept-Based Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Understanding MLP-Mixer as a wide and sparse MLP ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Understanding Server-Assisted Federated Learning in the Presence of Incomplete Client Participation βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Understanding Stochastic Natural Gradient Variational Inference βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Understanding Unimodal Bias in Multimodal Deep Linear Networks ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Understanding and Diagnosing Deep Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Understanding the Effects of Iterative Prompting on Truthfulness ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Understanding the Impact of Introducing Constraints at Inference Time on Generalization Error ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Understanding the Learning Dynamics of Alignment with Human Feedback ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Understanding the Training Speedup from Sampling with Approximate Losses βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
UniAudio: Towards Universal Audio Generation with Large Language Models ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Unified Training of Universal Time Series Forecasting Transformers ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Uniform Memory Retrieval with Larger Capacity for Modern Hopfield Models βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Uniformly Stable Algorithms for Adversarial Training and Beyond βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Unifying Image Processing as Visual Prompting Question Answering ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function Classes ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Universal Gradient Methods for Stochastic Convex Optimization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Universality of Linear Recurrences Followed by Non-linear Projections: Finite-Width Guarantees and Benefits of Complex Eigenvalues ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Unlock the Cognitive Generalization of Deep Reinforcement Learning via Granular Ball Representation βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-training ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Unmasking Vulnerabilities: Cardinality Sketches under Adaptive Inputs βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Unraveling the Impact of Heterophilic Structures on Graph Positive-Unlabeled Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Unsupervised Concept Discovery Mitigates Spurious Correlations βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Unsupervised Episode Generation for Graph Meta-learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Unsupervised Evaluation of Code LLMs with Round-Trip Correctness ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Unsupervised Parameter-free Simplicial Representation Learning with Scattering Transforms ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Unsupervised Zero-Shot Reinforcement Learning via Functional Reward Encodings βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Unveiling Privacy, Memorization, and Input Curvature Links ❌ βœ… βœ… ❌ ❌ βœ… βœ… 4
Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Unveiling the Cycloid Trajectory of EM Iterations in Mixed Linear Regression ❌ βœ… ❌ ❌ ❌ ❌ ❌ 1
Unveiling the Dynamics of Information Interplay in Supervised Learning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Unveiling the Potential of AI for Nanomaterial Morphology Prediction ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Using AI Uncertainty Quantification to Improve Human Decision-Making ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Using Left and Right Brains Together: Towards Vision and Language Planning ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
VNN: Verification-Friendly Neural Networks with Hard Robustness Guarantees ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Vague Prototype-Oriented Diffusion Model for Multi-Class Anomaly Detection βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Value-Evolutionary-Based Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Vanilla Bayesian Optimization Performs Great in High Dimensions ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Variational Inference with Coverage Guarantees in Simulation-Based Inference βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Variational Learning is Effective for Large Deep Networks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Variational Linearized Laplace Approximation for Bayesian Deep Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Variational Partial Group Convolutions for Input-Aware Partial Equivariance of Rotations and Color-Shifts ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Variational SchrΓΆdinger Diffusion Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Various Lengths, Constant Speed: Efficient Language Modeling with Lightning Attention βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Vector Quantization Pretraining for EEG Time Series with Random Projection and Phase Alignment ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Vectorized Conditional Neural Fields: A Framework for Solving Time-dependent Parametric Partial Differential Equations βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Verification of Machine Unlearning is Fragile βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Verifying message-passing neural networks via topology-based bounds tightening βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
ViP: A Differentially Private Foundation Model for Computer Vision ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
VideoPoet: A Large Language Model for Zero-Shot Video Generation ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
VideoPrism: A Foundational Visual Encoder for Video Understanding βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Viewing Transformers Through the Lens of Long Convolutions Layers ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
VinT-6D: A Large-Scale Object-in-hand Dataset from Vision, Touch and Proprioception ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Vision Transformers as Probabilistic Expansion from Learngene ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Visual Representation Learning with Stochastic Frame Prediction βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Visual Transformer with Differentiable Channel Selection: An Information Bottleneck Inspired Approach βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Vocabulary for Universal Approximation: A Linguistic Perspective of Mapping Compositions ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
VoroNav: Voronoi-based Zero-shot Object Navigation with Large Language Model βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
WARM: On the Benefits of Weight Averaged Reward Models ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
WAVES: Benchmarking the Robustness of Image Watermarks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
WISER: Weak Supervision and Supervised Representation Learning to Improve Drug Response Prediction in Cancer βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Wasserstein Wormhole: Scalable Optimal Transport Distance with Transformer βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Watermark Stealing in Large Language Models ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Watermarks in the Sand: Impossibility of Strong Watermarking for Language Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Weakly Convex Regularisers for Inverse Problems: Convergence of Critical Points and Primal-Dual Optimisation ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Weighted distance nearest neighbor condensing βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Weisfeiler Leman for Euclidean Equivariant Machine Learning βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Weisfeiler-Leman at the margin: When more expressivity matters ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
What Can Transformer Learn with Varying Depth? Case Studies on Sequence Learning Tasks ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
What Improves the Generalization of Graph Transformers? A Theoretical Dive into the Self-attention and Positional Encoding βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
What Would Gauss Say About Representations? Probing Pretrained Image Models using Synthetic Gaussian Benchmarks βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
What is Dataset Distillation Learning? ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
What is the Long-Run Distribution of Stochastic Gradient Descent? A Large Deviations Analysis ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
What’s the score? Automated Denoising Score Matching for Nonlinear Diffusions βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
When Do Skills Help Reinforcement Learning? A Theoretical Analysis of Temporal Abstractions ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
When Representations Align: Universality in Representation Learning Dynamics ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
When Will Gradient Regularization Be Harmful? βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
When and How Does In-Distribution Label Help Out-of-Distribution Detection? ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
When is Transfer Learning Possible? βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Which Frequencies do CNNs Need? Emergent Bottleneck Structure in Feature Learning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Why Do Animals Need Shaping? A Theory of Task Composition and Curriculum Learning ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Why Do You Grok? A Theoretical Analysis on Grokking Modular Addition ❌ ❌ ❌ ❌ βœ… βœ… βœ… 3
Why Larger Language Models Do In-context Learning Differently? ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Why do Variational Autoencoders Really Promote Disentanglement? ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Winner-takes-all learners are geometry-aware conditional density estimators ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks? ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Wukong: Towards a Scaling Law for Large-Scale Recommendation ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
X-Oscar: A Progressive Framework for High-quality Text-guided 3D Animatable Avatar Generation ❌ βœ… ❌ ❌ βœ… βœ… βœ… 4
Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Zero-Shot Reinforcement Learning via Function Encoders βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Zero-Shot Unsupervised and Text-Based Audio Editing Using DDPM Inversion βœ… βœ… βœ… ❌ ❌ βœ… βœ… 5
Zero-Sum Positional Differential Games as a Framework for Robust Reinforcement Learning: Deep Q-Learning Approach ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Zeroth-Order Methods for Constrained Nonconvex Nonsmooth Stochastic Optimization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
convSeq: Fast and Scalable Method for Detecting Patterns in Spike Data βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
diff History for Neural Language Agents ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
tinyBenchmarks: evaluating LLMs with fewer examples ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
tnGPS: Discovering Unknown Tensor Network Structure Search Algorithms via Large Language Models (LLMs) βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
xT: Nested Tokenization for Larger Context in Large Images ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4