Normalize Then Propagate: Efficient Homophilous Regularization for Few-shot Semi-Supervised Node Classification

Baoming Zhang, MingCai Chen, Jianqing Song +3

Graph Neural Networks (GNNs) have demonstrated remarkable ability in semi-supervised node classification. However, most existing GNNs rely heavily on a large amount of labeled data…