Papers
12094 papers
ICML2025
How Much Can We Forget about Data Contamination?
Summary pending...
Large Language ModelsContaminationForgetting
ICML2025
Learning Dynamics under Environmental Constraints via Measurement-Induced Bundle Structures
Summary pending...
Learning dynamicsenvironmental constraintsgeometric framework
ICML2025
MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention
Summary pending...
Visual Language ModelLLMs InferenceLong-Context LLMs
ICML2025
Reasoning Through Execution: Unifying Process and Outcome Rewards for Code Generation
Summary pending...
Code GenerationProcess SupervisionReasoning
ICML2025
CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection
Summary pending...
Graph anomaly detectionRiemannian geometryMixed-curvature GNN
ICML2025
Behavior-Regularized Diffusion Policy Optimization for Offline Reinforcement Learning
Summary pending...
Behavior-regularized Reinforcement LearningDiffusion PolicyOffline Reinforcement Learning
ICML2025
An Efficient Pruner for Large Language Model with Theoretical Guarantee
Summary pending...
Large Language ModelPruningRisk Upper Bound
ICML2025
DocKS-RAG: Optimizing Document-Level Relation Extraction through LLM-Enhanced Hybrid Prompt Tuning
Summary pending...
Document-level relation extractionStructural knowledge integrationSemantic retrieval
ICML2025
Does Low Rank Adaptation Lead to Lower Robustness against Training-Time Attacks?
Summary pending...
Low Rank AdaptationLarge Language ModelsBackdoor Attacks
ICML2025
ProofAug: Efficient Neural Theorem Proving via Fine-grained Proof Structure Analysis
Summary pending...
Neural Theorem ProvingLarge Language Models
ICML2025
Where is the Truth? The Risk of Getting Confounded in a Continual World
Summary pending...
Continual LearningConfoundingComputer Vision
ICML2025
A Physics-Informed Machine Learning Framework for Safe and Optimal Control of Autonomous Systems
Summary pending...
Safety-Performance co-optimizationSafety-critical controlsPhysics-informed ML
ICML2025
A Closer Look at Backdoor Attacks on CLIP
Summary pending...
Backdoor AttacksCLIPRepresentation Decomposing
ICML2025
FDGen: A Fairness-Aware Graph Generation Model
Summary pending...
FairnessGraph LearningGraph Generation
ICML2025
Improving Consistency Models with Generator-Augmented Flows
Summary pending...
Consistency Models
ICML2025
LightningDrag: Lightning Fast and Accurate Drag-based Image Editing Emerging from Videos
Summary pending...
drag-based image editingdiffusion model
ICML2025
BiAssemble: Learning Collaborative Affordance for Bimanual Geometric Assembly
Summary pending...
Bimanual ManipulationGeometric Shape Assembly
ICML2025
The Ripple Effect: On Unforeseen Complications of Backdoor Attacks
Summary pending...
Backdoor attacksbackdoor complicationspretrained language model
ICML2025
Enhancing Cooperative Multi-Agent Reinforcement Learning with State Modelling and Adversarial Exploration
Summary pending...
Cooperative Multi-Agent Reinforcement LearningState ModellingSparse Reward
ICML2025
CALM: Consensus-Aware Localized Merging for Multi-Task Learning
Summary pending...
model merging; multi-task learning; global task consensus; localized merging