Decoupling anomaly discrimination and representation learning: self-supervised learning for anomaly detection on attributed graph

YanMing Hu, Chuan Chen, BoWen Deng +4

Anomaly detection on attributed graphs is a crucial topic for its practical application. Existing methods suffer from semantic mixture and imbalance issue because they mainly focus…