Graph-Based Financial Fraud Detection with Calibrated Risk Scoring and Structural Regularization. - Yunfei Nie; Jiawei Wang; Ruobing Yan; Yuhan Wang; Zouxiaowei Ma; Yilun Wu (CoRR, 2026)