Papers
12094 papers
ICML2025
Towards characterizing the value of edge embeddings in Graph Neural Networks
Summary pending...
graph neural networkstheoryrepresentational power
ICML2025
Simple Path Structural Encoding for Graph Transformers
Summary pending...
Graph transformerstructural encodingsimple paths
ICML2025
Generalization Analysis for Controllable Learning
Summary pending...
ControllabilityGeneralization Analysis
ICML2025
QuEst: Enhancing Estimates of Quantile-Based Distributional Measures Using Model Predictions
Summary pending...
prediction-powered inferenceL-statisticsauto-evaluation
ICML2025
Reinforce LLM Reasoning through Multi-Agent Reflection
Summary pending...
Post-trainingLLM-based multi-agentsReinforcement learning
ICML2025
Verification Learning: Make Unsupervised Neuro-Symbolic System Feasible
Summary pending...
Neural Symbolic Learning
ICML2025
From Language Models over Tokens to Language Models over Characters
Summary pending...
tokenizationcharacterbytes
ICML2025
Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization
Summary pending...
Non-convex OptimizationNon-Euclidean AccelerationStochastic Steepest Descent
ICML2025
Diffusion on Language Model Encodings for Protein Sequence Generation
Summary pending...
continuous diffusiongenerative protein designscore matching
ICML2025
Layer by Layer: Uncovering Hidden Representations in Language Models
Summary pending...
large language modelentropyaugmentation
ICML2025
Hierarchical Planning for Complex Tasks with Knowledge Graph-RAG and Symbolic Verification
Summary pending...
Neuro-SymbolicHierarchical PlanningRobotics
ICML2025
Online Learning in Risk Sensitive constrained MDP
Summary pending...
Augmented StateConstrained MDPRisk sensitive RL
ICML2025
Extracting Rare Dependence Patterns via Adaptive Sample Reweighting
Summary pending...
Independence testsSample reweightingCausal discovery
ICML2025
Communicating Activations Between Language Model Agents
Summary pending...
large language modelsmultiagent communicationembedding representation
ICML2025
Stochastic Poisson Surface Reconstruction with One Solve using Geometric Gaussian Processes
Summary pending...
stochastic poisson surface reconstructiongeometric gaussian processescomputer graphics
ICML2025
Regression for the Mean: Auto-Evaluation and Inference with Few Labels through Post-hoc Regression
Summary pending...
auto-evaluationprediction-powered-inferenceregression
ICML2025
Geometric Contact Flows: Contactomorphisms for Dynamics and Control
Summary pending...
Contact geometryRiemannian geometrycontact Hamiltonian dynamics
ICML2025
Adaptive Sample Sharing for Multi Agent Linear Bandits
Summary pending...
linear banditcollaborationsample sharing
ICML2025
Learning to Plan & Reason for Evaluation with Thinking-LLM-as-a-Judge
Summary pending...
LLM-as-a-JudgePlanningReasoning
ICML2025
Cross-environment Cooperation Enables Zero-shot Multi-agent Coordination
Summary pending...
Zero-shot CoordinationHuman-AI CollaborationMulti-agent Interactions