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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Variational Graph Recurrent Neural Networks NIPS 2019
Stochastic Training of Graph Convolutional Networks with Variance Reduction ICML 2018
Bayesian Semi-supervised Learning with Graph Gaussian Processes NIPS 2018
Automatic Opioid User Detection from Twitter: Transductive Ensemble Built on Different Meta-graph Based Similarities over Heterogeneous Information Network IJCAI 2018
Neural Collective Entity Linking COLING 2018
Mean-field theory of graph neural networks in graph partitioning NIPS 2018
Hierarchical Graph Representation Learning with Differentiable Pooling NIPS 2018
Recurrent Relational Networks NIPS 2018
Link Prediction Based on Graph Neural Networks NIPS 2018
Contextual Graph Markov Model: A Deep and Generative Approach to Graph Processing ICML 2018
Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation EMNLP 2018
Scientific Discovery as Link Prediction in Influence and Citation Graphs NAACL 2018
Fusing Document, Collection and Label Graph-based Representations with Word Embeddings for Text Classification NAACL 2018
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering COLING 2018
Integrating Tree Structures and Graph Structures with Neural Networks to Classify Discussion Discourse Acts COLING 2018
Deep Learning of Graph Matching CVPR 2018
Semi-supervised User Geolocation via Graph Convolutional Networks ACL 2018
Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling CVPR 2018
Diffusion Maps for Textual Network Embedding NIPS 2018
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships CVPR 2018
Graph-to-Sequence Learning using Gated Graph Neural Networks ACL 2018
Hybrid Approach of Relation Network and Localized Graph Convolutional Filtering for Breast Cancer Subtype Classification IJCAI 2018
SQL-to-Text Generation with Graph-to-Sequence Model EMNLP 2018
Surface Networks CVPR 2018
Learning to Act Properly: Predicting and Explaining Affordances From Images CVPR 2018