Graph Neural Networks

GAR: Graph Assisted Reasoning for Object Detection WACV 2020 GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media ACL 2020 GCDST: A Graph-based and Copy-augmented Multi-domain Dialogue State Tracking EMNLP 2020 GCN meets GPU: Decoupling “When to Sample” from “How to Sample” NeurIPS 2020 Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning AAAI 2020 Generalization and Representational Limits of Graph Neural Networks ICML 2020 Generating Realistic Stock Market Order Streams AAAI 2020 Generative 3D Part Assembly via Dynamic Graph Learning NeurIPS 2020 Geometrically Principled Connections in Graph Neural Networks CVPR 2020 Geometric Deep Learning Models for Linking Character Names in Novels COLING 2020 Geom-GCN: Geometric Graph Convolutional Networks ICLR 2020 Global Context-enhanced Graph Convolutional Networks for Document-level Relation Extraction COLING 2020 Global Context Reasoning for Semantic Segmentation of 3D Point Clouds WACV 2020 Global Co-occurrence Feature Learning and Active Coordinate System Conversion for Skeleton-based Action Recognition WACV 2020 Global-Local GCN: Large-Scale Label Noise Cleansing for Face Recognition CVPR 2020 Global Relational Models of Source Code ICLR 2020 GMAN: A Graph Multi-Attention Network for Traffic Prediction AAAI 2020 GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking With 2D-3D Multi-Feature Learning CVPR 2020 GNN-FiLM: Graph Neural Networks with Feature-wise Linear Modulation ICML 2020 GNNGuard: Defending Graph Neural Networks against Adversarial Attacks NeurIPS 2020 GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions IJCAI 2020 Going Deep: Graph Convolutional Ladder-Shape Networks AAAI 2020 GPS-Net: Graph-based Photometric Stereo Network NeurIPS 2020 GPS-Net: Graph Property Sensing Network for Scene Graph Generation CVPR 2020 GraLSP: Graph Neural Networks with Local Structural Patterns AAAI 2020