Graph Neural Networks

Question Directed Graph Attention Network for Numerical Reasoning over Text EMNLP 2020 Random Walk Graph Neural Networks NeurIPS 2020 Reasoning with Heterogeneous Graph Alignment for Video Question Answering AAAI 2020 Reconstructing Event Regions for Event Extraction via Graph Attention Networks AACL 2020 Recursive Social Behavior Graph for Trajectory Prediction CVPR 2020 Refactoring Policy for Compositional Generalizability using Self-Supervised Object Proposals NeurIPS 2020 Regularized Graph Convolutional Networks for Short Text Classification COLING 2020 ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding ACL 2020 Relational Graph Attention Network for Aspect-based Sentiment Analysis ACL 2020 Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion AAAI 2020 Relational Prototypical Network for Weakly Supervised Temporal Action Localization AAAI 2020 Relational State-Space Model for Stochastic Multi-Object Systems ICLR 2020 Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations EMNLP 2020 Relation-Aware Pedestrian Attribute Recognition with Graph Convolutional Networks AAAI 2020 Relation Extraction with Convolutional Network over Learnable Syntax-Transport Graph AAAI 2020 Reliable Graph Neural Networks via Robust Aggregation NeurIPS 2020 Representation Learning for Dynamic Graphs: A Survey JMLR 2020 Rethinking pooling in graph neural networks NeurIPS 2020 Revisiting Graph Based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach AAAI 2020 RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework AAAI 2020 RoadTagger: Robust Road Attribute Inference with Graph Neural Networks AAAI 2020 Robust Graph Representation Learning via Neural Sparsification ICML 2020 Rotation Equivariant Graph Convolutional Network for Spherical Image Classification CVPR 2020 Rotation-Invariant Local-to-Global Representation Learning for 3D Point Cloud NeurIPS 2020 Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks AAAI 2020