Kipf, Thomas N., and Max Welling. "Semi-supervised classification with graph convolutional networks." arXiv preprint arXiv:1609.02907 (2016).

作者对​​Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering​​这个工作进行了简化,使之应用于graph节点的半监督分类问题,取得了不错的效果.

相关论文：

​​Geometric deep learning on graphs and manifolds using mixture model CNNs​​

​​Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering​​

​​GRAPH ATTENTION NETWORKS​​

黄世宇/Shiyu Huang's Personal Page：​​https://huangshiyu13.github.io/​​