message passing

MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs AAAI 2024 Mirage: Model-agnostic Graph Distillation for Graph Classification ICLR 2024 Mitigating Oversmoothing Through Reverse Process of GNNs for Heterophilic Graphs ICML 2024 Mixed Geometry Message and Trainable Convolutional Attention Network for Knowledge Graph Completion AAAI 2024 MMD Graph Kernel: Effective Metric Learning for Graphs via Maximum Mean Discrepancy ICLR 2024 Moderate Message Passing Improves Calibration: A Universal Way to Mitigate Confidence Bias in Graph Neural Networks AAAI 2024 Monotone Operator Theory-Inspired Message Passing for Learning Long-Range Interaction on Graphs AISTATS 2024 Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking AAAI 2024 Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing ICML 2024 NoisyGL: A Comprehensive Benchmark for Graph Neural Networks under Label Noise NeurIPS 2024 On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks NeurIPS 2024 PANDA: Expanded Width-Aware Message Passing Beyond Rewiring ICML 2024 Partitioning Message Passing for Graph Fraud Detection ICLR 2024 Physics-Informed Graph Neural Networks for Water Distribution Systems AAAI 2024 Pluvial Flood Emulation with Hydraulics-informed Message Passing ICML 2024 Polynormer: Polynomial-Expressive Graph Transformer in Linear Time ICLR 2024 PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling AAAI 2024 Probabilistic Graph Rewiring via Virtual Nodes NeurIPS 2024 PROGRAM: PROtotype GRAph Model based Pseudo-Label Learning for Test-Time Adaptation ICLR 2024 Provably Powerful Graph Neural Networks for Directed Multigraphs AAAI 2024 P-tensors: a General Framework for Higher Order Message Passing in Subgraph Neural Networks AISTATS 2024 Pure Message Passing Can Estimate Common Neighbor for Link Prediction NeurIPS 2024 Q-conjugate Message Passing for Efficient Bayesian Inference PGM 2024 Reading Between the Tweets: Deciphering Ideological Stances of Interconnected Mixed-Ideology Communities EACL 2024 Recurrent Graph Neural Networks and Their Connections to Bisimulation and Logic AAAI 2024