GraphSB: Boosting Imbalanced Node Classification on Graphs through Structural Balance

Zhixiao Wang, Chaofan Zhu, Qihan Feng +3

Imbalanced node classification is a critical challenge in graph learning, where most existing methods typically utilize Graph Neural Networks (GNNs) to learn node representations.…