Escaping the Homophily Trap: A Threshold-free Graph Outlier Detection Framework via Clustering-guided Edge Reweighting - Zhang, Yunhe; Cai, Jinyu; Hao, Qi; Wang, Pengyang; Ng, See-Kiong (International Conference on Learning Representations, 2026)