Graph Neural Networks

Dynamically Fused Graph Network for Multi-hop Reasoning ACL 2019 Dynamic Hypergraph Neural Networks IJCAI 2019 Dynamic Spatial-Temporal Graph Convolutional Neural Networks for Traffic Forecasting AAAI 2019 DyRep: Learning Representations over Dynamic Graphs ICLR 2019 Efficient Graph Generation with Graph Recurrent Attention Networks NeurIPS 2019 Embedding Symbolic Knowledge into Deep Networks NeurIPS 2019 Encoding Social Information with Graph Convolutional Networks forPolitical Perspective Detection in News Media ACL 2019 End to end learning and optimization on graphs NeurIPS 2019 Enhancing AMR-to-Text Generation with Dual Graph Representations EMNLP 2019 Entity Alignment for Cross-lingual Knowledge Graph with Graph Convolutional Networks IJCAI 2019 Event Detection with Multi-Order Graph Convolution and Aggregated Attention EMNLP 2019 Event Prediction in Complex Social Graphs using One-Dimensional Convolutional Neural Network IJCAI 2019 Evolutionarily Learning Multi-Aspect Interactions and Influences from Network Structure and Node Content AAAI 2019 Exact Combinatorial Optimization with Graph Convolutional Neural Networks NeurIPS 2019 Explainability Methods for Graph Convolutional Neural Networks CVPR 2019 Exploiting Edge Features for Graph Neural Networks CVPR 2019 Exploiting Interaction Links for Node Classification with Deep Graph Neural Networks IJCAI 2019 Exploiting Local and Global Structure for Point Cloud Semantic Segmentation with Contextual Point Representations NeurIPS 2019 Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks ICCV 2019 Extrapolating Paths with Graph Neural Networks IJCAI 2019 Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid ICCV 2019 Fast Interactive Object Annotation With Curve-GCN CVPR 2019 Few-Shot Audio Classification with Attentional Graph Neural Networks Interspeech 2019 Fine-Grained Entity Typing via Hierarchical Multi Graph Convolutional Networks EMNLP 2019 Fisher-Bures Adversary Graph Convolutional Networks UAI 2019