Graph Neural Networks

Graph Neural Architecture Search IJCAI 2020 Graph Neural Networks Exponentially Lose Expressive Power for Node Classification ICLR 2020 Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases WACV 2020 Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective IJCAI 2020 Graph Neural News Recommendation with Unsupervised Preference Disentanglement ACL 2020 Graphon Neural Networks and the Transferability of Graph Neural Networks NeurIPS 2020 Graph-Propagation Based Correlation Learning for Weakly Supervised Fine-Grained Image Classification AAAI 2020 Graph Random Neural Features for Distance-Preserving Graph Representations ICML 2020 Graph Random Neural Networks for Semi-Supervised Learning on Graphs NeurIPS 2020 Graph Representation Learning via Ladder Gamma Variational Autoencoders AAAI 2020 Graph Representations for Higher-Order Logic and Theorem Proving 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 Stochastic Neural Networks for Semi-supervised Learning NeurIPS 2020 Graph Structured Network for Image-Text Matching CVPR 2020 Graph-Structured Referring Expression Reasoning in the Wild CVPR 2020 Graph Structure of Neural Networks ICML 2020 GraphTER: Unsupervised Learning of Graph Transformation Equivariant Representations via Auto-Encoding Node-Wise Transformations CVPR 2020 Graph-to-Tree Learning for Solving Math Word Problems ACL 2020 Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem EMNLP 2020 Graph Transformer for Graph-to-Sequence Learning AAAI 2020 Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction EMNLP 2020 Grapy-ML: Graph Pyramid Mutual Learning for Cross-Dataset Human Parsing AAAI 2020 Grid-GCN for Fast and Scalable Point Cloud Learning CVPR 2020 GSM: Graph Similarity Model for Multi-Object Tracking IJCAI 2020