Graph Neural Networks

Social Network Analysis using RLVECN: Representation Learning via Knowledge-Graph Embeddings and Convolutional Neural-Network IJCAI 2020 Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction CVPR 2020 SOGNet: Scene Overlap Graph Network for Panoptic Segmentation AAAI 2020 Spatial Pyramid Based Graph Reasoning for Semantic Segmentation CVPR 2020 Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting AAAI 2020 Spatio-Temporal Graph for Video Captioning With Knowledge Distillation CVPR 2020 Spatio-Temporal Graph Structure Learning for Traffic Forecasting AAAI 2020 Spatio-Temporal Pyramid Graph Convolutions for Human Action Recognition and Postural Assessment WACV 2020 Speaker Attribution with Voice Profiles by Graph-Based Semi-Supervised Learning Interspeech 2020 Spectral Clustering with Graph Neural Networks for Graph Pooling ICML 2020 Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting NeurIPS 2020 SpSequenceNet: Semantic Segmentation Network on 4D Point Clouds CVPR 2020 Stacked Spatio-Temporal Graph Convolutional Networks for Action Segmentation WACV 2020 Story Embedding: Learning Distributed Representations of Stories based on Character Networks (Extended Abstract) IJCAI 2020 Storytelling from an Image Stream Using Scene Graphs AAAI 2020 Strategies for Pre-training Graph Neural Networks ICLR 2020 Strongly Incremental Constituency Parsing with Graph Neural Networks NeurIPS 2020 StructPool: Structured Graph Pooling via Conditional Random Fields ICLR 2020 Structure-Based Drug-Drug Interaction Detection via Expressive Graph Convolutional Networks and Deep Sets (Student Abstract) AAAI 2020 Structure Learning for Headline Generation AAAI 2020 Subgraph Neural Networks NeurIPS 2020 Summarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention EMNLP 2020 SuperGlue: Learning Feature Matching With Graph Neural Networks CVPR 2020 Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks EMNLP 2020 Synch-Graph: Multisensory Emotion Recognition Through Neural Synchrony via Graph Convolutional Networks AAAI 2020