Papers
12094 papers
ICML2025
Uncertainty Estimation for Heterophilic Graphs Through the Lens of Information Theory
Summary pending...
Heterophilic GraphsUncertainty EstimationInformation Theory
ICML2025
CaDA: Cross-Problem Routing Solver with Constraint-Aware Dual-Attention
Summary pending...
Vehicle Routing ProblemMulti-Task LearningTask-Specific Prompt
ICML2025
Explicit Preference Optimization: No Need for an Implicit Reward Model
Summary pending...
direct preference optimizationreinforcement learning from human feedbackpreference alignment
ICML2025
Emergent Response Planning in LLMs
Summary pending...
Large Language ModelsEmergent PlanningModel Probing and Hidden Representations
ICML2025
Hyper-Transforming Latent Diffusion Models
Summary pending...
Latent Diffusion ModelsTransformersINRs
ICML2025
Subgroups Matter for Robust Bias Mitigation
Summary pending...
bias mitigationrobustnessspurious correlations
ICML2025
Hide & Seek: Transformer Symmetries Obscure Sharpness & Riemannian Geometry Finds It
Summary pending...
generalizationsymmetrysharpness
ICML2025
Elucidating the design space of language models for image generation
Summary pending...
Image generationLarge language modelGenerative model
ICML2025
Towards Attributions of Input Variables in a Coalition
Summary pending...
Attribution methodsShapley value
ICML2025
Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning
Summary pending...
vision-language modelagentreinforcement learning
ICML2025
The Harder Path: Last Iterate Convergence for Uncoupled Learning in Zero-Sum Games with Bandit Feedback
Summary pending...
Game theoryBanditLast-iterate convergence
ICML2025
Neural Guided Diffusion Bridges
Summary pending...
Diffusion bridgevariational approximationchange of measure
ICML2025
Be a Goldfish: Forgetting Bad Conditioning in Sparse Linear Regression via Variational Autoencoders
Summary pending...
Variational AutoencodersSparse Linear RegressionNP-Hard
ICML2025
The Case for Learned Provenance-based System Behavior Baseline
Summary pending...
graph representation learningprovenance graphcyber attack detection
ICML2025
Flexible, Efficient, and Stable Adversarial Attacks on Machine Unlearning
Summary pending...
Machine unlearningpoisoning attackthrust vector control theory
ICML2025
PipeOffload: Improving Scalability of Pipeline Parallelism with Memory Optimization
Summary pending...
LLM TrainingPipeline ParallelismOffloading
ICML2025
Unified Screening for Multiple Diseases
Summary pending...
Unified screeninghealthcarecompeting risks
ICML2025
STAMP Your Content: Proving Dataset Membership via Watermarked Rephrasings
Summary pending...
LLMmembership inferencedataset inference
ICML2025
Counterfactual Effect Decomposition in Multi-Agent Sequential Decision Making
Summary pending...
counterfactual reasoningcausal explanation formulamulti-agent Markov decision processes
ICML2025
A Mixed-Curvature based Pre-training Paradigm for Multi-Task Vehicle Routing Solver
Summary pending...
Combinatorial OptimizationConstrained OptimizationVehicle Routing Problems