Graph Neural Networks

Deep Learning of Graph Matching CVPR 2018 Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition CVPR 2018 Deep Reasoning with Knowledge Graph for Social Relationship Understanding IJCAI 2018 Deformable Shape Completion With Graph Convolutional Autoencoders CVPR 2018 Diffusion Maps for Textual Network Embedding NeurIPS 2018 Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks NAACL 2018 Expressive power of recurrent neural networks ICLR 2018 FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling ICLR 2018 FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis CVPR 2018 Few-Shot Learning with Graph Neural Networks ICLR 2018 Fusing Document, Collection and Label Graph-based Representations with Word Embeddings for Text Classification NAACL 2018 Graph Attention Networks ICLR 2018 GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model EMNLP 2018 Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation NeurIPS 2018 Graph Convolution over Pruned Dependency Trees Improves Relation Extraction EMNLP 2018 Graph-to-Sequence Learning using Gated Graph Neural Networks ACL 2018 Hierarchical Graph Representation Learning with Differentiable Pooling NeurIPS 2018 Hybrid Approach of Relation Network and Localized Graph Convolutional Filtering for Breast Cancer Subtype Classification IJCAI 2018 Incorporating Topic Aspects for Online Comment Convincingness Evaluation EMNLP 2018 Integrating Tree Structures and Graph Structures with Neural Networks to Classify Discussion Discourse Acts COLING 2018 Iterative Visual Reasoning Beyond Convolutions CVPR 2018 Joint Extraction of Entities and Relations Based on a Novel Graph Scheme IJCAI 2018 Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation EMNLP 2018 Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition IJCAI 2018 Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs CVPR 2018