Graph Neural Networks

Open Domain Question Answering based on Text Enhanced Knowledge Graph with Hyperedge Infusion EMNLP 2020 Optimization and Generalization Analysis of Transduction through Gradient Boosting and Application to Multi-scale Graph Neural Networks NeurIPS 2020 Order Matters: Semantic-Aware Neural Networks for Binary Code Similarity Detection AAAI 2020 PairNorm: Tackling Oversmoothing in GNNs ICLR 2020 Parameterized Explainer for Graph Neural Network NeurIPS 2020 Parsing into Variable-in-situ Logico-Semantic Graphs ACL 2020 Part-Level Graph Convolutional Network for Skeleton-Based Action Recognition AAAI 2020 Path Integral Based Convolution and Pooling for Graph Neural Networks NeurIPS 2020 Permutation Invariant Graph Generation via Score-Based Generative Modeling AISTATS 2020 Persistence Enhanced Graph Neural Network AISTATS 2020 PGL at TextGraphs 2020 Shared Task: Explanation Regeneration using Language and Graph Learning Methods COLING 2020 PGM-Explainer: Probabilistic Graphical Model Explanations for Graph Neural Networks NeurIPS 2020 Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics ICLR 2020 Point2Node: Correlation Learning of Dynamic-Node for Point Cloud Feature Modeling AAAI 2020 Pointer Graph Networks NeurIPS 2020 Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud CVPR 2020 Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution CVPR 2020 Premise Selection in Natural Language Mathematical Texts ACL 2020 Primal-Dual Mesh Convolutional Neural Networks NeurIPS 2020 Principal Neighbourhood Aggregation for Graph Nets NeurIPS 2020 Probabilistic Learning on Graphs via Contextual Architectures JMLR 2020 Program Enhanced Fact Verification with Verbalization and Graph Attention Network EMNLP 2020 Proximity Preserving Binary Code Using Signed Graph-Cut AAAI 2020 Pruned Graph Scattering Transforms ICLR 2020 Q. Can Knowledge Graphs be used to Answer Boolean Questions? A. It’s complicated! EMNLP 2020