Wang, X. and Liao, S. 2026. CRG-Former: Early Identification of Securities Violations via Causal Relational Graph Transformers across Multi-Market Data. Economics and Management Innovation. 3, 1 (Jan. 2026), 46–55. DOI:https://doi.org/10.71222/kjtvwj93.