SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal Control. - Wenlu Du; Junyi Ye; Jingyi Gu; Jing Li 025; Hua Wei 001; Guiling Wang 001 (AAAI, 2023)

Margin Trader: A Reinforcement Learning Framework for Portfolio Management with Margin and Constraints. - Jingyi Gu; Wenlu Du; A M. Muntasir Rahman; Guiling Wang 001 (ICAIF, 2023)

Safety in Traffic Management Systems: A Comprehensive Survey. - Wenlu Du; Ankan Dash; Jing Li 025; Hua Wei 001; Guiling Wang 001 (CoRR, 2023)

RAGIC: Risk-Aware Generative Adversarial Model for Stock Interval Construction. - Jingyi Gu; Wenlu Du; Guiling Wang 001 (CoRR, 2024)

RAGIC: Risk-Aware Generative Framework for Stock Interval Construction. - Jingyi Gu; Wenlu Du; Guiling Wang 001 (IEEE Trans. Knowl. Data Eng., 2025)