LLM-Enhanced Heterogeneous Graph Learning with Business Semantics for Financial Fraud Detection.

arXiv:2610.35298v1 Announce Type: new Abstract: Financial fraud detection increasingly relies on heterogeneous transaction graphs, in which entities such as cards and merchants play distinct business roles and the risk meaning of an attribute depends on the en