node classification

Continuous Graph Neural Networks ICML 2020 Curvature Graph Network ICLR 2020 DGE: Deep Generative Network Embedding Based on Commonality and Individuality AAAI 2020 DropEdge: Towards Deep Graph Convolutional Networks on Node Classification ICLR 2020 Dynamic Embedding on Textual Networks via a Gaussian Process AAAI 2020 Embedding Dynamic Attributed Networks by Modeling the Evolution Processes COLING 2020 EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs AAAI 2020 Exponential Family Graph Embeddings AAAI 2020 Factorizable Graph Convolutional Networks NeurIPS 2020 Fairness in Network Representation by Latent Structural Heterogeneity in Observational Data AAAI 2020 Faster Graph Embeddings via Coarsening ICML 2020 Going Deep: Graph Convolutional Ladder-Shape Networks AAAI 2020 Graph Few-Shot Learning via Knowledge Transfer AAAI 2020 Graph Geometry Interaction Learning NeurIPS 2020 Graph inference learning for semi-supervised classification ICLR 2020 Graph Neural Networks Exponentially Lose Expressive Power for Node Classification ICLR 2020 Graph Policy Network for Transferable Active Learning on Graphs NeurIPS 2020 Graph Random Neural Networks for Semi-Supervised Learning on Graphs NeurIPS 2020 GraphSAINT: Graph Sampling Based Inductive Learning Method ICLR 2020 Graph Stochastic Neural Networks for Semi-supervised Learning NeurIPS 2020 Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation IJCAI 2020 Inductive representation learning on temporal graphs ICLR 2020 Learning Combinatorial Solver for Graph Matching CVPR 2020 Learning Signed Network Embedding via Graph Attention AAAI 2020 Motif-Preserving Temporal Network Embedding IJCAI 2020