Publications

For a complete and up-to-date list, see my Google Scholar profile.

2025

PairUpLight: A Multi-agent Reinforcement Learning Approach for Coordinated Multi-intersection Traffic Signal Control
Wenlu Du et al.
IEEE International Conference on Distributed Computing Systems (ICDCS '25)
RAGIC: Risk-Aware Generative Framework for Stock Interval Construction
Wenlu Du et al.
IEEE Transactions on Knowledge and Data Engineering (TKDE '25)

2023

SafeLight collision simulation
SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal Control
Wenlu Du, Junyi Ye, Jingyi Gu, Jing Li, Hua Wei, Guiling Wang
In Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI'23)
Paper Code Poster Presentation
Margin Trader: A Reinforcement Learning Framework for Portfolio Management with Margin and Constraints
Wenlu Du et al.
4th ACM International Conference on AI in Finance (ICAIF '23)
Safety in Traffic Management Systems: A Comprehensive Survey
Wenlu Du et al.
Designs 7, no. 4 (2023)