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graph neural network

4,589 papers

GNNS GNN

Papers

NerveNet: Learning Structured Policy with Graph Neural Networks ICLR 2018 NetGAN: Generating Graphs via Random Walks ICML 2018 Neural Guided Constraint Logic Programming for Program Synthesis NeurIPS 2018 Neural Related Work Summarization with a Joint Context-driven Attention Mechanism EMNLP 2018 Neural Relational Inference for Interacting Systems ICML 2018 Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text EMNLP 2018 Recurrent Relational Networks NeurIPS 2018 Representation Learning on Graphs with Jumping Knowledge Networks ICML 2018 Reviving and Improving Recurrent Back-Propagation ICML 2018 SplineCNN: Fast Geometric Deep Learning With Continuous B-Spline Kernels CVPR 2018 Structure-Aware Convolutional Neural Networks NeurIPS 2018 Structured Dialogue Policy with Graph Neural Networks COLING 2018 Surface Networks CVPR 2018 Watch Your Step: Learning Node Embeddings via Graph Attention NeurIPS 2018 Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs CVPR 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-Structured Representations for Visual Question Answering CVPR 2017 Incremental Graph-based Neural Dependency Parsing EMNLP 2017 Inductive Representation Learning on Large Graphs NeurIPS 2017 Knowledge Transfer for Out-of-Knowledge-Base Entities : A Graph Neural Network Approach IJCAI 2017 Neural Message Passing for Quantum Chemistry ICML 2017 Object-Aware Dense Semantic Correspondence CVPR 2017 Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network NeurIPS 2017