Graph Neural Networks

SQL-to-Text Generation with Graph-to-Sequence Model EMNLP 2018 Stochastic Training of Graph Convolutional Networks with Variance Reduction ICML 2018 Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships CVPR 2018 Surface Networks CVPR 2018 Watch Your Step: Learning Node Embeddings via Graph Attention NeurIPS 2018 Zero-Shot Recognition via Semantic Embeddings and Knowledge Graphs CVPR 2018 A Structural Representation Learning for Multi-relational Networks IJCAI 2017 Attentive Path Combination for Knowledge Graph Completion ACML 2017 Cross-Lingual Dependency Parsing with Late Decoding for Truly Low-Resource Languages EACL 2017 Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs CVPR 2017 Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling EMNLP 2017 Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs CVPR 2017 Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks NeurIPS 2017 Graph-based Isometry Invariant Representation Learning ICML 2017 Graph-based Neural Multi-Document Summarization CoNLL 2017 Graph Convolutional Encoders for Syntax-aware Neural Machine Translation EMNLP 2017 Graph-Structured Representations for Visual Question Answering CVPR 2017 Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs NeurIPS 2017 Inductive Representation Learning on Large Graphs NeurIPS 2017 Knowledge Transfer for Out-of-Knowledge-Base Entities : A Graph Neural Network Approach IJCAI 2017 Learning Graph Representations with Embedding Propagation NeurIPS 2017 Neural Graphical Models over Strings for Principal Parts Morphological Paradigm Completion EACL 2017 Neural Message Passing for Quantum Chemistry ICML 2017 Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network NeurIPS 2017 Premise Selection for Theorem Proving by Deep Graph Embedding NeurIPS 2017