Representation Learning

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 Information Bottleneck NeurIPS 2020 Graph LSTM with Context-Gated Mechanism for Spoken Language Understanding AAAI 2020 Graph Neural Architecture Search IJCAI 2020 Graph Neural News Recommendation with Unsupervised Preference Disentanglement ACL 2020 Graph Random Neural Features for Distance-Preserving Graph Representations ICML 2020 Graph Representation Learning via Ladder Gamma Variational Autoencoders AAAI 2020 GraphSAINT: Graph Sampling Based Inductive Learning Method ICLR 2020 GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification IJCAI 2020 Graph Structured Network for Image-Text Matching CVPR 2020 Graph-Structured Referring Expression Reasoning in the Wild CVPR 2020 Graph-to-Graph Transformer for Transition-based Dependency Parsing EMNLP 2020 Graph-to-Tree Learning for Solving Math Word Problems ACL 2020 GRET: Global Representation Enhanced Transformer AAAI 2020 Grid-GCN for Fast and Scalable Point Cloud Learning CVPR 2020 Group Contextual Encoding for 3D Point Clouds NeurIPS 2020 GSSNN: Graph Smoothing Splines Neural Networks AAAI 2020 Guided Variational Autoencoder for Disentanglement Learning CVPR 2020 Guiding Program Synthesis by Learning to Generate Examples ICLR 2020 GUIR @ LongSumm 2020: Learning to Generate Long Summaries from Scientific Documents EMNLP 2020 Haar Graph Pooling ICML 2020 Hamiltonian Generative Networks ICLR 2020 Handling Missing Data with Graph Representation Learning NeurIPS 2020