Graph Neural Networks

Graph-Based Global Reasoning Networks CVPR 2019 Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures ACL 2019 Graph-based Neural Sentence Ordering IJCAI 2019 Graph-Based Object Classification for Neuromorphic Vision Sensing ICCV 2019 Graph-Based Semi-Supervised Learning for Natural Language Understanding EMNLP 2019 Graph Based Translation Memory for Neural Machine Translation AAAI 2019 Graph CNNs with Motif and Variable Temporal Block for Skeleton-Based Action Recognition AAAI 2019 Graph Convolutional Gaussian Processes ICML 2019 Graph Convolutional Network Hashing for Cross-Modal Retrieval IJCAI 2019 Graph convolutional networks for exploring authorship hypotheses NAACL 2019 Graph Convolutional Networks for Temporal Action Localization ICCV 2019 Graph Convolutional Networks for Text Classification AAAI 2019 Graph Convolutional Networks Meet Markov Random Fields: Semi-Supervised Community Detection in Attribute Networks AAAI 2019 Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference IJCAI 2019 Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning IJCAI 2019 Graph Convolutional Tracking CVPR 2019 Graph Element Networks: adaptive, structured computation and memory ICML 2019 Graph Embedding with Shifted Inner Product Similarity and Its Improved Approximation Capability AISTATS 2019 Graph Enhanced Cross-Domain Text-to-SQL Generation EMNLP 2019 Graph HyperNetworks for Neural Architecture Search ICLR 2019 Graphite: Iterative Generative Modeling of Graphs ICML 2019 Graph Matching Networks for Learning the Similarity of Graph Structured Objects ICML 2019 Graph Neural Networks with Generated Parameters for Relation Extraction ACL 2019 Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels NeurIPS 2019 Graph Normalizing Flows NeurIPS 2019