message passing

Distributed Conformal Prediction via Message Passing ICML 2025 Dual-Channel Interactive Graph Transformer for Traffic Classification with Message-Aware Flow Representation AAAI 2025 Edge Prompt Tuning for Graph Neural Networks ICLR 2025 Efficient Communication in Multi-Agent Reinforcement Learning with Implicit Consensus Generation AAAI 2025 E(n) Equivariant Topological Neural Networks ICLR 2025 Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks ICLR 2025 Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs ICML 2025 Expressive Power of Temporal Message Passing AAAI 2025 Global Attribute-Association Pattern Aggregation for Graph Fraud Detection AAAI 2025 Graph Mediator Networks Bridging Local and Global Semantics via Serial Message Passing ACML 2025 Graph Neural Networks Can (Often) Count Substructures ICLR 2025 GraphNeuralNetworks.jl: Deep Learning on Graphs with Julia JMLR 2025 Graph World Model ICML 2025 Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations ICML 2025 HyperIMTS: Hypergraph Neural Network for Irregular Multivariate Time Series Forecasting ICML 2025 HyperMixer: Specializable Hypergraph Channel Mixing for Long-term Multivariate Time Series Forecasting AAAI 2025 Implicit vs Unfolded Graph Neural Networks JMLR 2025 Improving Graph Contrastive Learning with Community Structure UAI 2025 Improving Graph Neural Networks by Learning Continuous Edge Directions ICLR 2025 Learning Efficient Positional Encodings with Graph Neural Networks ICLR 2025 Learning local equivariant representations for quantum operators ICLR 2025 Learning Long Range Dependencies on Graphs via Random Walks ICLR 2025 Learning More Expressive General Policies for Classical Planning Domains AAAI 2025 Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation AAAI 2025 LLM-based Online Prediction of Time-varying Graph Signals (Student Abstract) AAAI 2025