node classification

Relation Structure-Aware Heterogeneous Information Network Embedding AAAI 2019 Semi-supervisedly Co-embedding Attributed Networks NeurIPS 2019 SPAGAN: Shortest Path Graph Attention Network IJCAI 2019 Spatio-Temporal Attentive RNN for Node Classification in Temporal Attributed Graphs IJCAI 2019 Tag2Gauss: Learning Tag Representations via Gaussian Distribution in Tagged Networks IJCAI 2019 Topology Optimization based Graph Convolutional Network IJCAI 2019 A Comparison of Two Paraphrase Models for Taxonomy Augmentation NAACL 2018 Active Discriminative Network Representation Learning IJCAI 2018 Adaptive Sampling Towards Fast Graph Representation Learning NeurIPS 2018 ANRL: Attributed Network Representation Learning via Deep Neural Networks IJCAI 2018 Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking ICLR 2018 Discrete Network Embedding IJCAI 2018 FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling ICLR 2018 Graph Attention Networks ICLR 2018 Hierarchical Graph Representation Learning with Differentiable Pooling NeurIPS 2018 Representation Learning on Graphs with Jumping Knowledge Networks ICML 2018 Scalable Multiplex Network Embedding IJCAI 2018 Diffusion-Convolutional Neural Networks NeurIPS 2016 Non-Linear Smoothed Transductive Network Embedding with Text Information ACML 2016 Joint Inference of Multiple Label Types in Large Networks ICML 2014 Learning the Consistent Behavior of Common Users for Target Node Prediction across Social Networks ICML 2014 Scaling Graph-based Semi Supervised Learning to Large Number of Labels Using Count-Min Sketch AISTATS 2014