Papers
12094 papers
ICML2025
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Summary pending...
LLMReasoningScaling
ICML2025
Rethink GraphODE Generalization within Coupled Dynamical System
Summary pending...
Graph Machine LearningGraphODEDynamical System
ICML2025
A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Attention Networks
Summary pending...
graph neural networksoversmoothingdynamical systems
ICML2025
Metastable Dynamics of Chain-of-Thought Reasoning: Provable Benefits of Search, RL and Distillation
Summary pending...
large language modelreasoningsearch
ICML2025
QEM-Bench: Benchmarking Learning-based Quantum Error Mitigation and QEMFormer as a Multi-ranged Context Learning Baseline
Summary pending...
Quantum Error MitigationDataset BenchmarkGraph Learning
ICML2025
Zero Shot Generalization of Vision-Based RL Without Data Augmentation
Summary pending...
representation learningreinforcement learningdisentangled representation learning
ICML2025
Deep Unsupervised Hashing via External Guidance
Summary pending...
Deep Unsupervised HashingExternal GuidanceContrastive Learning
ICML2025
DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction
Summary pending...
PDEspredictionhypernetwork
ICML2025
Pareto-frontier Entropy Search with Variational Lower Bound Maximization
Summary pending...
Bayesian optimizationMulti-objective optimizationMutual information
ICML2025
Learning to (Learn at Test Time): RNNs with Expressive Hidden States
Summary pending...
test-time training
ICML2025
EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization
Summary pending...
Bayesian OptimizationReinforcement LearningHigh-dimensional Optimization
ICML2025
Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models
Summary pending...
task-irrelevant privacyinterpretabilitymulti-modal large language model
ICML2025
Overcoming Spurious Solutions in Semi-Dual Neural Optimal Transport: A Smoothing Approach for Learning the Optimal Transport Plan
Summary pending...
Optimal TransportSpurious solutionSemi-dual formulation
ICML2025
MA-LoT: Model-Collaboration Lean-based Long Chain-of-Thought Reasoning enhances Formal Theorem Proving
Summary pending...
LLM reasoningmath QALean4
ICML2025
Scalable Generation of Spatial Transcriptomics from Histology Images via Whole-Slide Flow Matching
Summary pending...
Spatial transcriptomicshistology images
ICML2025
Non-Asymptotic Length Generalization
Summary pending...
Large Language ModelLength GeneralizationMachine Learning Theory
ICML2025
Independence Tests for Language Models
Summary pending...
language modelsfinetuningfingerprinting
ICML2025
Ranked from Within: Ranking Large Multimodal Models Without Labels
Summary pending...
Large Multimodal Modelsvisual question answering
ICML2025
Efficient Graph Continual Learning via Lightweight Graph Neural Tangent Kernels-based Dataset Distillation
Summary pending...
Graph Neural Tangent KernelGraph Neural NetworksGraph Continual Learning