Regularizing Semi-supervised Graph Convolutional Networks with a Manifold Smoothness Loss

Qilin Li, Wanquan Liu, Ling Li

Existing graph convolutional networks focus on the neighborhood aggregation scheme. When applied to semi-supervised learning, they often suffer from the overfitting problem as the…