Label Information Enhanced Fraud Detection against Low Homophily in Graphs

Yuchen Wang, Jinghui Zhang, Zhengjie Huang +9

Node classification is a substantial problem in graph-based fraud detection. Many existing works adopt Graph Neural Networks (GNNs) to enhance fraud detectors. While promising, cur…