Yumeng Wang

Addressing Graph Anomaly Detection via Causal Edge Separation and Spectrum

2025 · arXiv (Cornell University)

In the real world, anomalous entities often add more legitimate connections while hiding direct links with other anomalous entities, leading to heterophilic structures in anomalous networks that most GNN-based techniques fail to address. Several works …