Liu, K. (2026). DriftGuard-HCL: Concept-Drift-Aware Continual Heterogeneous Graph Contrastive Learning for Evolving Financial Fraud Detection. Journal of Mathematical Finance and Risk Management, 1(2), 1-7. https://doi.org/10.54097/xfj4xz68