GraphMixup: Improving Class-Imbalanced Node Classification on Graphs by Self-supervised Context Prediction

Lirong Wu, Haitao Lin, Zhangyang Gao +2

Recent years have witnessed great success in handling node classification tasks with Graph Neural Networks (GNNs). However, most existing GNNs are based on the assumption that node…