message passing

Building powerful and equivariant graph neural networks with structural message-passing NeurIPS 2020 Can Graph Neural Networks Count Substructures? NeurIPS 2020 Chemically Interpretable Graph Interaction Network for Prediction of Pharmacokinetic Properties of Drug-Like Molecules AAAI 2020 Collaborative Motion Prediction via Neural Motion Message Passing CVPR 2020 Convergence Rates of Smooth Message Passing with Rounding in Entropy-Regularized MAP Inference AISTATS 2020 Cooperative Multi-Agent Bandits with Heavy Tails ICML 2020 Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data AAAI 2020 Deep Coordination Graphs ICML 2020 Deep Generative Probabilistic Graph Neural Networks for Scene Graph Generation AAAI 2020 Deep Graph Matching Consensus ICLR 2020 Deep Grouping Model for Unified Perceptual Parsing CVPR 2020 Deep Learning for Abstract Argumentation Semantics IJCAI 2020 Deep Message Passing on Sets AAAI 2020 Document-level Relation Extraction with Dual-tier Heterogeneous Graph COLING 2020 DropEdge: Towards Deep Graph Convolutional Networks on Node Classification ICLR 2020 Dynamically Pruned Message Passing Networks for Large-scale Knowledge Graph Reasoning ICLR 2020 Dynamic Graph Message Passing Networks CVPR 2020 From Support Propagation to Belief Propagation in Constraint Programming (Extended Abstract) IJCAI 2020 Generalization and Representational Limits of Graph Neural Networks ICML 2020 Geom-GCN: Geometric Graph Convolutional Networks ICLR 2020 Global Relational Models of Source Code ICLR 2020 GNN-FiLM: Graph Neural Networks with Feature-wise Linear Modulation ICML 2020 GNNGuard: Defending Graph Neural Networks against Adversarial Attacks NeurIPS 2020 Going Deep: Graph Convolutional Ladder-Shape Networks AAAI 2020 GPS-Net: Graph Property Sensing Network for Scene Graph Generation CVPR 2020