Tackling Over-Smoothing for General Graph Convolutional Networks

22 Aug 2020Wenbing HuangYu RongTingyang XuFuchun SunJunzhou Huang

Increasing the depth of GCN, which is expected to permit more expressivity, is shown to incur performance detriment especially on node classification. The main cause of this lies in over-smoothing... (read more)

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