Graph Neural Networks

Path Integral Based Convolution and Pooling for Graph Neural Networks NeurIPS 2020 Persistence Enhanced Graph Neural Network AISTATS 2020 Please Mind the Root: Decoding Arborescences for Dependency Parsing EMNLP 2020 Premise Selection in Natural Language Mathematical Texts ACL 2020 Question Directed Graph Attention Network for Numerical Reasoning over Text EMNLP 2020 Random Walk Graph Neural Networks NeurIPS 2020 Reasoning with Heterogeneous Graph Alignment for Video Question Answering AAAI 2020 Relational Graph Attention Network for Aspect-based Sentiment Analysis ACL 2020 RetroXpert: Decompose Retrosynthesis Prediction Like A Chemist NeurIPS 2020 Robust Graph Representation Learning via Neural Sparsification ICML 2020 Robust Multi-Object Matching via Iterative Reweighting of the Graph Connection Laplacian NeurIPS 2020 SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection NeurIPS 2020 Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks NeurIPS 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 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 Shoestring: Graph-Based Semi-Supervised Classification With Severely Limited Labeled Data CVPR 2020 Skeleton-Based Action Recognition With Shift Graph Convolutional Network CVPR 2020 Smart Contract Vulnerability Detection using Graph Neural Network IJCAI 2020 SNEQ: Semi-Supervised Attributed Network Embedding with Attention-Based Quantisation AAAI 2020 Social Influence Does Matter: User Action Prediction for In-Feed Advertising AAAI 2020 Spatio-Temporal Graph Structure Learning for Traffic Forecasting AAAI 2020