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/??
大多数人想要改造这个世界,但却罕有人想改造自己。