Graph Neural Networks

Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation AAAI 2020 Learning Algebraic Multigrid Using Graph Neural Networks ICML 2020 Learning-Based Efficient Graph Similarity Computation via Multi-Scale Convolutional Set Matching AAAI 2020 Learning deep graph matching with channel-independent embedding and Hungarian attention ICLR 2020 Learning Signed Network Embedding via Graph Attention AAAI 2020 Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer AAAI 2020 Learning to Cluster Faces via Confidence and Connectivity Estimation CVPR 2020 Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks NeurIPS 2020 Learning to Match on Graph for Fashion Compatibility Modeling AAAI 2020 Learning Triple Embeddings from Knowledge Graphs AAAI 2020 LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network ACL 2020 Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View AAAI 2020 Measuring Information Propagation in Literary Social Networks EMNLP 2020 Message Passing Attention Networks for Document Understanding AAAI 2020 Mining Topological Structure in Graphs through Forest Representations JMLR 2020 MixedAD: A Scalable Algorithm for Detecting Mixed Anomalies in Attributed Graphs AAAI 2020 Motif-Matching Based Subgraph-Level Attentional Convolutional Network for Graph Classification AAAI 2020 Motif-Preserving Temporal Network Embedding IJCAI 2020 Multiple Graph Matching and Clustering via Decayed Pairwise Matching Composition AAAI 2020 Multi-View Attribute Graph Convolution Networks for Clustering IJCAI 2020 NENN: Incorporate Node and Edge Features in Graph Neural Networks ACML 2020 Neural Graph Embedding for Neural Architecture Search AAAI 2020 Online Dense Subgraph Discovery via Blurred-Graph Feedback ICML 2020 Online Planner Selection with Graph Neural Networks and Adaptive Scheduling AAAI 2020 Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding ACL 2020