node classification

Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks NeurIPS 2019 Confidence-based Graph Convolutional Networks for Semi-Supervised Learning AISTATS 2019 Deep Graph Infomax ICLR 2019 Dual Self-Paced Graph Convolutional Network: Towards Reducing Attribute Distortions Induced by Topology IJCAI 2019 Edge-Labeling Graph Neural Network for Few-Shot Learning CVPR 2019 Empirical Risk Minimization and Stochastic Gradient Descent for Relational Data AISTATS 2019 Evolutionarily Learning Multi-Aspect Interactions and Influences from Network Structure and Node Content AAAI 2019 Exploiting Edge Features for Graph Neural Networks CVPR 2019 Exploiting Interaction Links for Node Classification with Deep Graph Neural Networks IJCAI 2019 GeniePath: Graph Neural Networks with Adaptive Receptive Paths AAAI 2019 Graph Agreement Models for Semi-Supervised Learning NeurIPS 2019 Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning IJCAI 2019 Graphite: Iterative Generative Modeling of Graphs ICML 2019 Graph Transformer Networks NeurIPS 2019 Graph U-Nets ICML 2019 Hyperbolic Graph Convolutional Neural Networks NeurIPS 2019 Lovasz Convolutional Networks AISTATS 2019 Low-Bit Quantization for Attributed Network Representation Learning IJCAI 2019 Masked Graph Convolutional Network IJCAI 2019 MEGAN: A Generative Adversarial Network for Multi-View Network Embedding IJCAI 2019 Multi-GCN: Graph Convolutional Networks for Multi-View Networks, with Applications to Global Poverty AAAI 2019 Network Structure and Transfer Behaviors Embedding via Deep Prediction Model AAAI 2019 N-GCN: Multi-scale Graph Convolution for Semi-supervised Node Classification UAI 2019 Outlier Aware Network Embedding for Attributed Networks AAAI 2019 Predict then Propagate: Graph Neural Networks meet Personalized PageRank ICLR 2019