Graph Neural Networks

Memory-Based Graph Networks ICLR 2020 Message Passing Attention Networks for Document Understanding AAAI 2020 Message Passing for Hyper-Relational Knowledge Graphs EMNLP 2020 MixedAD: A Scalable Algorithm for Detecting Mixed Anomalies in Attributed Graphs AAAI 2020 Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion AAAI 2020 Modelling Long-distance Node Relations for KBQA with Global Dynamic Graph COLING 2020 Motif-Matching Based Subgraph-Level Attentional Convolutional Network for Graph Classification AAAI 2020 Motif-Preserving Temporal Network Embedding IJCAI 2020 MR-GCN: Multi-Relational Graph Convolutional Networks based on Generalized Tensor Product IJCAI 2020 MuGNet: Multi-Resolution Graph Neural Network for Segmenting Large-Scale Pointclouds CoRL 2020 Multi-Agent Actor-Critic with Hierarchical Graph Attention Network AAAI 2020 Multi-Agent Game Abstraction via Graph Attention Neural Network AAAI 2020 Multi-Agent Routing Value Iteration Network ICML 2020 Multi-Channel Graph Neural Networks IJCAI 2020 Multi-Class Imbalanced Graph Convolutional Network Learning IJCAI 2020 MultiDM-GCN: Aspect-guided Response Generation in Multi-domain Multi-modal Dialogue System using Graph Convolutional Network EMNLP 2020 Multi-hop Question Generation with Graph Convolutional Network EMNLP 2020 Multi-Label Classification with Label Graph Superimposing AAAI 2020 Multi-Label Patent Categorization with Non-Local Attention-Based Graph Convolutional Network AAAI 2020 Multimodal Graph Networks for Compositional Generalization in Visual Question Answering NeurIPS 2020 Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text CVPR 2020 Multimodal Neural Graph Memory Networks for Visual Question Answering ACL 2020 Multi-Objective Molecule Generation using Interpretable Substructures ICML 2020 Multipole Graph Neural Operator for Parametric Partial Differential Equations NeurIPS 2020 Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic Forecasting AAAI 2020