Graph Neural Networks

GRIN: Generative Relation and Intention Network for Multi-agent Trajectory Prediction NeurIPS 2021 Grounded Graph Decoding improves Compositional Generalization in Question Answering EMNLP 2021 Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning ICLR 2021 Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation AAAI 2021 GTA: Graph Truncated Attention for Retrosynthesis AAAI 2021 GTN-ED: Event Detection Using Graph Transformer Networks NAACL 2021 GTT-Net: Learned Generalized Trajectory Triangulation ICCV 2021 HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks EMNLP 2021 HAIR: Hierarchical Visual-Semantic Relational Reasoning for Video Question Answering ICCV 2021 HARGAN: Heterogeneous Argument Attention Network for Persuasiveness Prediction AAAI 2021 HCRF-Flow: Scene Flow From Point Clouds With Continuous High-Order CRFs and Position-Aware Flow Embedding CVPR 2021 HDMapGen: A Hierarchical Graph Generative Model of High Definition Maps CVPR 2021 Heterogeneous Graph Information Bottleneck IJCAI 2021 Heterogeneous Graph Neural Networks for Concept Prerequisite Relation Learning in Educational Data NAACL 2021 Heterogeneous Graph Neural Networks for Keyphrase Generation EMNLP 2021 Heterogeneous Graph Structure Learning for Graph Neural Networks AAAI 2021 Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation CVPR 2021 HetSAGE: Heterogenous Graph Neural Network for Relational Learning (Student Abstract) AAAI 2021 Hierarchical Graph Attention Network for Few-Shot Visual-Semantic Learning ICCV 2021 Hierarchical Graph Capsule Network AAAI 2021 Hierarchical Graph Convolutional Networks for Jointly Resolving Cross-document Coreference of Entity and Event Mentions NAACL 2021 Hierarchical Graph Convolution Network for Traffic Forecasting AAAI 2021 Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification EMNLP 2021 Hierarchical Layout-Aware Graph Convolutional Network for Unified Aesthetics Assessment CVPR 2021 How Framelets Enhance Graph Neural Networks ICML 2021