1 综述

1. Deep Learning on Graphs: A Survey
   2018-12-11 paper | blog

2. Graph Neural Networks: A Review of Methods and Applications
   2018-12-20 paper | blog | blog | blog | blog | blog

3. A Comprehensive Survey on Graph Neural Networks
   ICLR 2019 2019-01-03 paper | blog | blog | blog

2 理论

1. DeepGCNs: Can GCNs Go as Deep as CNNs?
   ICCV 2019 oral 2019-04-07 paper

2. DeepGCNs: Making GCNs Go as Deep as CNNs
   2019-10-15 paper | pytorch-official | tensorflow-official
   DeepGCNs: Can GCNs Go as Deep as CNNs? 的扩展篇；

3 经典网络

4 图卷积

5 应用

5.1 动作识别

End

附录

A 资源

1. Must-read papers on GNN

B 参考资料

1. 图卷积网络(GCN)新手村完全指南