Papers
12094 papers
ICML2025
Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces
Summary pending...
Machine LearningReinforcement LearningFairness
ICML2025
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
Summary pending...
Large Language ModelKnowledge Graph
ICML2025
A First-order Generative Bilevel Optimization Framework for Diffusion Models
Summary pending...
Bilevel Optimization; diffusion model; hyperparameter optimization; fine-tuning; noise scheduling
ICML2025
Unpaired Point Cloud Completion via Unbalanced Optimal Transport
Summary pending...
Point Cloud CompletionUnpaired Point Cloud CompletionUnbalanced optimal transport
ICML2025
Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting
Summary pending...
Time-series ForcastingEnsembleAdaptive Model Fusion
ICML2025
Instance-Optimal Pure Exploration for Linear Bandits on Continuous Arms
Summary pending...
pure explorationlinear banditscontinous arm set
ICML2025
SketchDNN: Joint Continuous-Discrete Diffusion for CAD Sketch Generation
Summary pending...
DiffusionDiscrete DiffusionCAD
ICML2025
Automated Red Teaming with GOAT: the Generative Offensive Agent Tester
Summary pending...
red teamingadversarial machine learningadversarial examples
ICML2025
Exact risk curves of signSGD in High-Dimensions: quantifying preconditioning and noise-compression effects
Summary pending...
signSGDstochastic optimizationdeep learning theory
ICML2025
AKORN: Adaptive Knots generated Online for RegressioN splines
Summary pending...
nonparametric regressiontotal variationadaptive
ICML2025
FedECADO: A Dynamical System Model of Federated Learning
Summary pending...
Federated LearningGradient FlowEquivalent Circuit Optimization
ICML2025
Adaptive Data Collection for Robust Learning Across Multiple Distributions
Summary pending...
online learningadaptive data collectionmulti-armed bandits
ICML2025
Retrieval-Augmented Language Model for Knowledge-aware Protein Encoding
Summary pending...
Knowledge GraphsProtein ScienceRepresentation Learning
ICML2025
Efficiently Serving Large Multimodal Models Using EPD Disaggregation
Summary pending...
Efficient InferenceLarge Multimodal Model InferenceDisaggregated Inference
ICML2025
Learning Safe Control via On-the-Fly Bandit Exploration
Summary pending...
SafetyGaussian processescontrol barrier functions
ICML2025
SHARP-Distill: A 68× Faster Recommender System with Hypergraph Neural Networks and Language Models
Summary pending...
Hypergraph LearningKnowledge DistillationContrastive Learning
ICML2025
Of Mice and Machines: A Comparison of Learning Between Real World Mice and RL Agents
Summary pending...
Reinforcement learningBiological agentsComparative study
ICML2025
Hybrid Quantum-Classical Multi-Agent Pathfinding
Summary pending...
QUBOMAPFColumn Generation
ICML2025
Learning State-Based Node Representations from a Class Hierarchy for Fine-Grained Open-Set Detection
Summary pending...
Openset detectionhierarchical classification