Graph Neural Networks

Bursting the Filter Bubble: Fairness-Aware Network Link Prediction AAAI 2020 Can Graph Neural Networks Count Substructures? NeurIPS 2020 Capturing Sentence Relations for Answer Sentence Selection with Multi-Perspective Graph Encoding AAAI 2020 Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks NeurIPS 2020 CFGNN: Cross Flow Graph Neural Networks for Question Answering on Complex Tables AAAI 2020 Chemically Interpretable Graph Interaction Network for Prediction of Pharmacokinetic Properties of Drug-Like Molecules AAAI 2020 Chinese Grammatical Error Diagnosis with Graph Convolution Network and Multi-task Learning AACL 2020 CLEVR Parser: A Graph Parser Library for Geometric Learning on Language Grounded Image Scenes EMNLP 2020 CodeCMR: Cross-Modal Retrieval For Function-Level Binary Source Code Matching NeurIPS 2020 Co-GCN for Multi-View Semi-Supervised Learning AAAI 2020 Collaboration Based Multi-Label Propagation for Fraud Detection IJCAI 2020 Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning AAAI 2020 Collaborative Motion Prediction via Neural Motion Message Passing CVPR 2020 Coloring Graph Neural Networks for Node Disambiguation IJCAI 2020 Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction ICML 2020 Commonsense Knowledge Base Completion with Structural and Semantic Context AAAI 2020 Communicative Representation Learning on Attributed Molecular Graphs IJCAI 2020 Community-Centric Graph Convolutional Network for Unsupervised Community Detection IJCAI 2020 ComplexDataLab at W-NUT 2020 Task 2: Detecting Informative COVID-19 Tweets by Attending over Linked Documents EMNLP 2020 Composing Good Shots by Exploiting Mutual Relations CVPR 2020 Composition-based Multi-Relational Graph Convolutional Networks ICLR 2020 Constant Curvature Graph Convolutional Networks ICML 2020 Context Aware Graph Convolution for Skeleton-Based Action Recognition CVPR 2020 Context-Aware Human Motion Prediction CVPR 2020 Continuous Graph Neural Networks ICML 2020