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

GRAPH ATTENTION NETWORKS

posted @ 2017-05-02 19:58  Shiyu_Huang  阅读(2535)  评论(0编辑  收藏  举报