Graph Neural Networks

Masked Graph Convolutional Network IJCAI 2019 Matching Article Pairs with Graphical Decomposition and Convolutions ACL 2019 MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences ICCV 2019 Mind Your Neighbours: Image Annotation With Metadata Neighbourhood Graph Co-Attention Networks CVPR 2019 MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing ICML 2019 Mixture-Kernel Graph Attention Network for Situation Recognition ICCV 2019 Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity EMNLP 2019 Molecular Property Prediction: A Multilevel Quantum Interactions Modeling Perspective AAAI 2019 MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions IJCAI 2019 Multi-Channel Graph Neural Network for Entity Alignment ACL 2019 Multi-GCN: Graph Convolutional Networks for Multi-View Networks, with Applications to Global Poverty AAAI 2019 Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs ACL 2019 Multi-label Co-regularization for Semi-supervised Facial Action Unit Recognition NeurIPS 2019 Multi-Label Image Recognition With Graph Convolutional Networks CVPR 2019 Multi-modal Representation Learning for Successive POI Recommendation ACML 2019 Neighborhood-Aware Attentional Representation for Multilingual Knowledge Graphs IJCAI 2019 Neighbourhood Watch: Referring Expression Comprehension via Language-Guided Graph Attention Networks CVPR 2019 Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation ICCV 2019 Neural Diffusion Distance for Image Segmentation NeurIPS 2019 Neural Graph Evolution: Towards Efficient Automatic Robot Design ICLR 2019 Neural Relational Inference with Fast Modular Meta-learning NeurIPS 2019 Neural Speech Translation using Lattice Transformations and Graph Networks EMNLP 2019 Neural Turtle Graphics for Modeling City Road Layouts ICCV 2019 N-GCN: Multi-scale Graph Convolution for Semi-supervised Node Classification UAI 2019 N-Gram Graph: Simple Unsupervised Representation for Graphs, with Applications to Molecules NeurIPS 2019