图神经网络

• gnn
• graph embedding
• GCN GraphSAGE GAT GAE

GCN

2016 Semi-Supervised Classification with Graph Convolutional Networks

ref

• blog
  • 图嵌入（Graph embedding）综述
  • gituhb-GNNPapers-清华大学整理图神经网络LIST
  • 从图(Graph)到图卷积(Graph Convolution)：漫谈图神经网络模型
    • github-imgs
• personal code
• paper
  • Graph Neural Networks: A Review of Methods and Applications
  • 2018-Deep Learning on Graphs: A Survey
  • 2019-A Comprehensive Survey on Graph Neural Networks
  • 2016-Semi-Supervised Classification with Graph Convolutional Networks
  • 2017-Inductive Representation Learning on Large Graphs
  • Graph Learning Approaches to Rec Systems: A Review
• project
  • graphsage
  • graphvite