Papers
12094 papers
ICML2025
Gradual Transition from Bellman Optimality Operator to Bellman Operator in Online Reinforcement Learning
Summary pending...
online reinforcement learningq-learningbellman operator
ICML2025
Self-supervised Masked Graph Autoencoder via Structure-aware Curriculum
Summary pending...
Curriculum Learning
ICML2025
Preconditioned Riemannian Gradient Descent Algorithm for Low-Multilinear-Rank Tensor Completion
Summary pending...
Tensor completionMultilinear rankRiemannian gradient descent
ICML2025
Chip Placement with Diffusion Models
Summary pending...
macro placementdiffusionmachine learning
ICML2025
Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network
Summary pending...
Value-based Reinforcement LearningContinuous ControlAuto-Regressive
ICML2025
Less is More: Federated Graph Learning with Alleviating Topology Heterogeneity from A Causal Perspective
Summary pending...
Federated learningGraph neural networksTopology heterogeneity
ICML2025
Dequantified Diffusion-Schrödinger Bridge for Density Ratio Estimation
Summary pending...
diffusion-bridgeoptimal transport rearrangementasymptotic estimation
ICML2025
PARQ: Piecewise-Affine Regularized Quantization
Summary pending...
quantization-aware trainingproximal gradient methodconvex regularization
ICML2025
Positional Encoding meets Persistent Homology on Graphs
Summary pending...
Topological Neural NetworksPersistent HomologyPositional Encodings
ICML2025
MxMoE: Mixed-precision Quantization for MoE with Accuracy and Performance Co-Design
Summary pending...
QuantizationMixture-of-ExpertLLMs
ICML2025
Learning Along the Arrow of Time: Hyperbolic Geometry for Backward-Compatible Representation Learning
Summary pending...
backward compatible traininghyperbolic representation learningalignment
ICML2025
Cross-City Latent Space Alignment for Consistency Region Embedding
Summary pending...
Consistency Region EmbeddingCross-City Knowledge TransferLatent Space Alignment
ICML2025
SPHINX: Structural Prediction using Hypergraph Inference Network
Summary pending...
hypergraph predictionhypergraph representation learning
ICML2025
Code-Generated Graph Representations Using Multiple LLM Agents for Material Properties Prediction
Summary pending...
Material structure representationMaterial property predictionMulti-agent systems
ICML2025
Subspace Optimization for Large Language Models with Convergence Guarantees
Summary pending...
Large Language ModelsMemory-Efficient TrainingGradient Projection
ICML2025
Sable: a Performant, Efficient and Scalable Sequence Model for MARL
Summary pending...
Multi-agent reinforcement learningReinforcement LearningSequence modeling
ICML2025
Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens
Summary pending...
multi-task recommender;out-of-vocabulary token;user representation
ICML2025
Outlier-Aware Post-Training Quantization for Discrete Graph Diffusion Models
Summary pending...
Post-Training QuantizationDiscrete Graph Diffusion Models
ICML2025
Discrete Neural Algorithmic Reasoning
Summary pending...
neural algorithmic reasoninggraph neural networks
ICML2025
One-dimensional Path Convolution
Summary pending...
1D convolutionHilbert curveZ-order curve