Semi-Supervised Classification with Graph Convolutional Networks
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
黄世宇/Shiyu Huang's Personal Page:https://huangshiyu13.github.io/