Towards a deeper GCN: Alleviate over-smoothing with iterative training and fine-tuning

Furong Peng, Jinzhen Gao, Xuan Lu +3

Graph Convolutional Networks (GCNs) suffer from severe performance degradation in deep architectures due to over-smoothing. While existing studies primarily attribute the over-smoo…