Graph Neural Networks

Learning Graph Convolutional Network for Skeleton-Based Human Action Recognition by Neural Searching AAAI 2020 Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification CVPR 2020 Learning Multi-View Camera Relocalization With Graph Neural Networks CVPR 2020 Learning Physical Graph Representations from Visual Scenes NeurIPS 2020 Learning Signed Network Embedding via Graph Attention AAAI 2020 Learning to Accelerate Heuristic Searching for Large-Scale Maximum Weighted b-Matching Problems in Online Advertising IJCAI 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 Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction NeurIPS 2020 Learning to Prune Dependency Trees with Rethinking for Neural Relation Extraction COLING 2020 Learning to Simulate Complex Physics with Graph Networks ICML 2020 Learning Visual Motion Segmentation Using Event Surfaces CVPR 2020 LibKGE - A knowledge graph embedding library for reproducible research EMNLP 2020 Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation EMNLP 2020 Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks ACL 2020 Lip Graph Assisted Audio-Visual Speech Recognition Using Bidirectional Synchronous Fusion Interspeech 2020 Location-Aware Graph Convolutional Networks for Video Question Answering AAAI 2020 LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network ACL 2020 Long-Short Graph Memory Network for Skeleton-based Action Recognition WACV 2020 LSGCN: Long Short-Term Traffic Prediction with Graph Convolutional Networks IJCAI 2020 MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification IJCAI 2020 Mathematical Reasoning in Latent Space ICLR 2020 Measuring and Improving the Use of Graph Information in Graph Neural Networks ICLR 2020 Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View AAAI 2020 Memory Augmented Graph Neural Networks for Sequential Recommendation AAAI 2020