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cs.AI2026
FraudSociety: A Generative Agent-Based Society for the Financial-Fraud Economy
Keyang Chen, Mingxuan Jiang, Zeping Li +10
Financial fraud caused over $15.9 billion in losses in the United States in 2025, according to the Federal Trade Commission~\citep{ftc2026databook}. Understanding such large-scale…
cs.LG2026
TransXion: A High-Fidelity Graph Benchmark for Realistic Anti-Money Laundering
Keyang Chen, Mingxuan Jiang, Yongsheng Zhao +9
Money laundering poses severe risks to global financial systems, driving the widespread adoption of machine learning for transaction monitoring. However, progress remains stifled b…