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

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作者對Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering這個工作進行了簡化,使之應用于graph節點的半監督分類問題,取得了不錯的效果.

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相關論文：

Geometric deep learning on graphs and manifolds using mixture model CNNs

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

GRAPH ATTENTION NETWORKS

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