Graph Neural Networks

GraphAF: a Flow-based Autoregressive Model for Molecular Graph Generation ICLR 2020 Graph Attention Based Proposal 3D ConvNets for Action Detection AAAI 2020 Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis AACL 2020 Graph-Based Knowledge Integration for Question Answering over Dialogue COLING 2020 Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering AAAI 2020 Graph Contrastive Learning with Augmentations NeurIPS 2020 Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection AAAI 2020 Graph Convolution over Multiple Dependency Sub-graphs for Relation Extraction COLING 2020 Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling EMNLP 2020 Graph Cross Networks with Vertex Infomax Pooling NeurIPS 2020 GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems EMNLP 2020 Graph-Driven Generative Models for Heterogeneous Multi-Task Learning AAAI 2020 Graph Enhanced Dual Attention Network for Document-Level Relation Extraction COLING 2020 GraphER: Token-Centric Entity Resolution with Graph Convolutional Neural Networks AAAI 2020 Graph Few-Shot Learning via Knowledge Transfer AAAI 2020 Graph Filtration Learning ICML 2020 GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension IJCAI 2020 Graph Geometry Interaction Learning NeurIPS 2020 Graph-Guided Architecture Search for Real-Time Semantic Segmentation CVPR 2020 Graph-Hist: Graph Classification from Latent Feature Histograms with Application to Bot Detection AAAI 2020 Graph Homomorphism Convolution ICML 2020 Graph inference learning for semi-supervised classification ICLR 2020 Graph LSTM with Context-Gated Mechanism for Spoken Language Understanding AAAI 2020 Graph Meta Learning via Local Subgraphs NeurIPS 2020 Graph Networks for Multiple Object Tracking WACV 2020