Papers
12094 papers
ICML2025
Causal Attribution Analysis for Continuous Outcomes
Summary pending...
Attribution analysisCauses of effectsContinuous outcome
ICML2025
Concept Reachability in Diffusion Models: Beyond Dataset Constraints
Summary pending...
Diffusion modelsconcept learningsteering vectors
ICML2025
All-atom Diffusion Transformers: Unified generative modelling of molecules and materials
Summary pending...
Latent DiffusionTransformersMolecules
ICML2025
Ad-Hoc Human-AI Coordination Challenge
Summary pending...
multi-agent reinforcement learningreinforcement learningmulti-agent systems
ICML2025
AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence
Summary pending...
Process Reward ModelLLM ReasoningReasoning Step Dividing
ICML2025
Redundancy Undermines the Trustworthiness of Self-Interpretable GNNs
Summary pending...
Self-interpretble GNNs; Trustworthy; Consistency
ICML2025
Feynman-Kac Correctors in Diffusion: Annealing, Guidance, and Product of Experts
Summary pending...
diffusion modelsSequential Monte Carloclassifier-free guidance
ICML2025
The Synergy of LLMs & RL Unlocks Offline Learning of Generalizable Language-Conditioned Policies with Low-fidelity Data
Summary pending...
Large Language ModelsGoal-conditioned policyOffline policy learning
ICML2025
Understanding Model Reprogramming for CLIP via Decoupling Visual Prompts
Summary pending...
Model ReprogrammingVisual ReprogrammingVision-Language Model
ICML2025
Navigating Conflicting Views: Harnessing Trust for Learning
Summary pending...
Multi-view LearningConflict Multi-view LearningReliable Multi-view Learning
ICML2025
GoIRL: Graph-Oriented Inverse Reinforcement Learning for Multimodal Trajectory Prediction
Summary pending...
Autonomous DrivingTrajectory PredictionInverse Reinforcement Learning
ICML2025
A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks
Summary pending...
Machine UnlearningGraphsGraph Neural Networks
ICML2025
Propagation of Chaos for Mean-Field Langevin Dynamics and its Application to Model Ensemble
Summary pending...
mean-field neural networkmean-field Langevin dynamicspropagation of chaos
ICML2025
ROPO: Robust Preference Optimization for Large Language Models
Summary pending...
noise tolerancelarge language modelspreference optimization
ICML2025
Tree-Sliced Wasserstein Distance with Nonlinear Projection
Summary pending...
tree-sliced wasserstein distanceoptimal transport
ICML2025
Contract Design Under Approximate Best Responses
Summary pending...
Principal-AgentContract DesignRobustness
ICML2025
KVTuner: Sensitivity-Aware Layer-Wise Mixed-Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference
Summary pending...
Efficient LLM InferenceKV cache quantizationMixed precision quantization
ICML2025
Universal Length Generalization with Turing Programs
Summary pending...
length generalizationdeep learning
ICML2025
Predicting High-precision Depth on Low-Precision Devices Using 2D Hilbert Curves
Summary pending...
dense depth predictiondepth-from-stereoon-device deployment
ICML2025
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
Summary pending...
Healthcare; Safety; RAG