Graph Neural Networks

Learning Conditioned Graph Structures for Interpretable Visual Question Answering NeurIPS 2018 Learning to Act Properly: Predicting and Explaining Affordances From Images CVPR 2018 Learning to Multitask NeurIPS 2018 Learning to Represent Programs with Graphs ICLR 2018 LinkNBed: Multi-Graph Representation Learning with Entity Linkage ACL 2018 Link Prediction Based on Graph Neural Networks NeurIPS 2018 MASTER: across Multiple social networks, integrate Attribute and STructure Embedding for Reconciliation IJCAI 2018 Mean-field theory of graph neural networks in graph partitioning NeurIPS 2018 Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling CVPR 2018 Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering COLING 2018 NerveNet: Learning Structured Policy with Graph Neural Networks ICLR 2018 Neural Collective Entity Linking COLING 2018 Neural Graph Matching Networks for Fewshot 3D Action Recognition ECCV 2018 Neural Relational Inference for Interacting Systems ICML 2018 Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text EMNLP 2018 Out of the Box: Reasoning with Graph Convolution Nets for Factual Visual Question Answering NeurIPS 2018 Prometheus : Directly Learning Acyclic Directed Graph Structures for Sum-Product Networks PGM 2018 Recurrent Relational Networks NeurIPS 2018 Representation Learning on Graphs with Jumping Knowledge Networks ICML 2018 RetGK: Graph Kernels based on Return Probabilities of Random Walks NeurIPS 2018 Scalable Multiplex Network Embedding IJCAI 2018 Scientific Discovery as Link Prediction in Influence and Citation Graphs NAACL 2018 Semi-supervised User Geolocation via Graph Convolutional Networks ACL 2018 SParse: Koç University Graph-Based Parsing System for the CoNLL 2018 Shared Task CoNLL 2018 SplineCNN: Fast Geometric Deep Learning With Continuous B-Spline Kernels CVPR 2018