message passing

Not too little, not too much: a theoretical analysis of graph (over)smoothing NeurIPS 2022 Object-Relation Reasoning Graph for Action Recognition CVPR 2022 Online Single-Microphone Source Separation using Non-Linear Autoregressive Models PGM 2022 OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs NeurIPS 2022 Ordered Subgraph Aggregation Networks NeurIPS 2022 PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs ICML 2022 PAIGE: Personalized Adaptive Interactions Graph Encoder for Query Rewriting in Dialogue Systems EMNLP 2022 Patch Diffusion: A General Module for Face Manipulation Detection AAAI 2022 PF-GNN: Differentiable particle filtering based approximation of universal graph representations ICLR 2022 Phase transitions in when feedback is useful NeurIPS 2022 Proppo: a Message Passing Framework for Customizable and Composable Learning Algorithms NeurIPS 2022 Provably expressive temporal graph networks NeurIPS 2022 Pure Transformers are Powerful Graph Learners NeurIPS 2022 RAMA: A Rapid Multicut Algorithm on GPU CVPR 2022 Randomized Message-Interception Smoothing: Gray-box Certificates for Graph Neural Networks NeurIPS 2022 Recipe for a General, Powerful, Scalable Graph Transformer NeurIPS 2022 Redundancy-Free Message Passing for Graph Neural Networks NeurIPS 2022 ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective NeurIPS 2022 RelTransformer: A Transformer-Based Long-Tail Visual Relationship Recognition CVPR 2022 RU-Net: Regularized Unrolling Network for Scene Graph Generation CVPR 2022 Search to Pass Messages for Temporal Knowledge Graph Completion EMNLP 2022 Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing AAAI 2022 Semantic Dependency Parsing with Edge GNNs EMNLP 2022 Simplified Graph Learning for Inductive Short Text Classification EMNLP 2022 SpeqNets: Sparsity-aware permutation-equivariant graph networks ICML 2022