Graph Neural Networks

Rumor Detection on Social Media with Graph Structured Adversarial Learning IJCAI 2020 R-VGAE: Relational-variational Graph Autoencoder for Unsupervised Prerequisite Chain Learning COLING 2020 SaSAKE: Syntax and Semantics Aware Keyphrase Extraction from Research Papers COLING 2020 Scalable Deep Generative Modeling for Sparse Graphs ICML 2020 Scalable Graph Neural Networks via Bidirectional Propagation NeurIPS 2020 Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering EMNLP 2020 Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks NeurIPS 2020 Scene Graph Modification Based on Natural Language Commands EMNLP 2020 Scene Restoring for Narrative Machine Reading Comprehension EMNLP 2020 Schema-Guided Multi-Domain Dialogue State Tracking with Graph Attention Neural Networks AAAI 2020 Second-Order Neural Dependency Parsing with Message Passing and End-to-End Training AACL 2020 SegGCN: Efficient 3D Point Cloud Segmentation With Fuzzy Spherical Kernel CVPR 2020 Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear Manifolds CVPR 2020 Self-Learning With Rectification Strategy for Human Parsing CVPR 2020 Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs NeurIPS 2020 Self-Supervised Graph Transformer on Large-Scale Molecular Data NeurIPS 2020 Self-Supervised Learning of Scene-Graph Representations for Robotic Sequential Manipulation Planning CoRL 2020 Semantic Role Labeling with Heterogeneous Syntactic Knowledge COLING 2020 Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction AAAI 2020 Sequential Motif Profiles and Topological Plots for Offline Signature Verification CVPR 2020 Shape correspondence using anisotropic Chebyshev spectral CNNs CVPR 2020 Shape-Oriented Convolution Neural Network for Point Cloud Analysis AAAI 2020 Simple and Deep Graph Convolutional Networks ICML 2020 Skeleton-Based Action Recognition With Shift Graph Convolutional Network CVPR 2020 Smart Contract Vulnerability Detection using Graph Neural Network IJCAI 2020