BuffGraph: Enhancing Class-Imbalanced Node Classification via Buffer Nodes

Qian Wang, Zemin Liu, Zhen Zhang +1

Class imbalance in graph-structured data, where minor classes are significantly underrepresented, poses a critical challenge for Graph Neural Networks (GNNs). To address this chall…