NK-GAD: Neighbor Knowledge-Enhanced Unsupervised Graph Anomaly Detection
arXiv:2604.15668v1 Announce Type: new
Abstract: Graph anomaly detection aims to identify irregular patterns in graph-structured data. Most unsupervised GNN-based methods rely on the homophily assumption that connected nodes share similar attributes. H…