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graph neural network

4,589 papers

GNNS GNN

Papers

Dynamic Electronic Toll Collection via Multi-Agent Deep Reinforcement Learning with Edge-Based Graph Convolutional Networks IJCAI 2019 DyRep: Learning Representations over Dynamic Graphs ICLR 2019 Edge-Labeling Graph Neural Network for Few-Shot Learning CVPR 2019 Efficient Graph Generation with Graph Recurrent Attention Networks NeurIPS 2019 End to end learning and optimization on graphs NeurIPS 2019 Event Prediction in Complex Social Graphs using One-Dimensional Convolutional Neural Network IJCAI 2019 Evolutionarily Learning Multi-Aspect Interactions and Influences from Network Structure and Node Content AAAI 2019 Exploiting Edge Features for Graph Neural Networks CVPR 2019 Exploiting Interaction Links for Node Classification with Deep Graph Neural Networks IJCAI 2019 Exploring Randomly Wired Neural Networks for Image Recognition ICCV 2019 Extrapolating Paths with Graph Neural Networks IJCAI 2019 Fake News Detection using Deep Markov Random Fields NAACL 2019 Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid ICCV 2019 Few-Shot Audio Classification with Attentional Graph Neural Networks Interspeech 2019 From Strings to Things: Knowledge-Enabled VQA Model That Can Read and Reason ICCV 2019 Functional Transparency for Structured Data: a Game-Theoretic Approach ICML 2019 G3raphGround: Graph-Based Language Grounding ICCV 2019 Gated Residual Recurrent Graph Neural Networks for Traffic Prediction AAAI 2019 Gaussian-Induced Convolution for Graphs AAAI 2019 GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification ACL 2019 Generalized Matrix Means for Semi-Supervised Learning with Multilayer Graphs NeurIPS 2019 Generating Classification Weights With GNN Denoising Autoencoders for Few-Shot Learning CVPR 2019 Generating Logical Forms from Graph Representations of Text and Entities ACL 2019 Generative Code Modeling with Graphs ICLR 2019 Generative Models for Graph-Based Protein Design NeurIPS 2019