Graph Neural Networks

From Strings to Things: Knowledge-Enabled VQA Model That Can Read and Reason ICCV 2019 G3raphGround: Graph-Based Language Grounding ICCV 2019 GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination AAAI 2019 Gated Residual Recurrent Graph Neural Networks for Traffic Prediction AAAI 2019 Gaussian-Induced Convolution for Graphs AAAI 2019 GCAN: Graph Convolutional Adversarial Network for Unsupervised Domain Adaptation CVPR 2019 GCN-LASE: Towards Adequately Incorporating Link Attributes in Graph Convolutional Networks IJCAI 2019 GCN-Sem at SemEval-2019 Task 1: Semantic Parsing using Graph Convolutional and Recurrent Neural Networks SemEval 2019 GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification ACL 2019 Generating Classification Weights With GNN Denoising Autoencoders for Few-Shot Learning CVPR 2019 Generative Code Modeling with Graphs ICLR 2019 Generative Models for Graph-Based Protein Design NeurIPS 2019 GeniePath: Graph Neural Networks with Adaptive Receptive Paths AAAI 2019 Geometric Hawkes Processes with Graph Convolutional Recurrent Neural Networks AAAI 2019 Geometric Scattering for Graph Data Analysis ICML 2019 GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects ICML 2019 GeoNet: Deep Geodesic Networks for Point Cloud Analysis CVPR 2019 Global Reasoning over Database Structures for Text-to-SQL Parsing EMNLP 2019 Glocal: Incorporating Global Information in Local Convolution for Keyphrase Extraction NAACL 2019 GMNN: Graph Markov Neural Networks ICML 2019 GNNExplainer: Generating Explanations for Graph Neural Networks NeurIPS 2019 GOT: An Optimal Transport framework for Graph comparison NeurIPS 2019 Graph Agreement Models for Semi-Supervised Learning NeurIPS 2019 Graph Attention Convolution for Point Cloud Semantic Segmentation CVPR 2019 Graph-based Dependency Parsing with Graph Neural Networks ACL 2019