OAM: An Option-Action Reinforcement Learning Framework for Universal Multi-Intersection Control. - Enming Liang; Zicheng Su; Chilin Fang; Renxin Zhong (AAAI, 2022)

Arterial Signal Timing Based on Probe Vehicle Trajectories Under Cyclic Stochastic Demand. - Wanjing Ma; Xinpeng Li; Chunhui Yu; Zicheng Su; Shengyue Liu (IEEE Trans. Intell. Transp. Syst., 2024)

Critical Trajectory Point Planning for Connected and Autonomous Vehicles on Freeway On-Ramps Under Mixed Traffic Environment. - Yuehai Hu; Chunhui Yu; Zicheng Su; Wanjing Ma; Zixuan Chen; Jinquan Hou (IEEE Trans. Veh. Technol., 2024)

DFF: Decision-Focused Fine-Tuning for Smarter Predict-Then-Optimize with Limited Data. - Jiaqi Yang; Enming Liang; Zicheng Su; Zhichao Zou; Peng Zhen 001; Jiecheng Guo; Wanjing Ma; Kun An (AAAI, 2025)

Collaborative production control and distributor selection via multi-agent reinforcement learning with differentiable communication. - Yang Deng; Guojun Sheng; Andy H. F. Chow; Zhili Zhou; Qinyang Bai; Zicheng Su (Expert Syst. Appl., 2025)

Hierarchical production control and distribution planning under retail uncertainty with reinforcement learning. - Yang Deng; Andy H. F. Chow; Yimo Yan; Zicheng Su; Zhili Zhou; Yong-Hong Kuo (Int. J. Prod. Res., 2025)

Visual comparative analytics of multimodal transportation. - Zikun Deng; Haoming Chen; Qing-Long Lu; Zicheng Su; Tobias Schreck; Jie Bao 003; Yi Cai 001 (Vis. Informatics, 2025)

FlightGPT: Towards Generalizable and Interpretable UAV Vision-and-Language Navigation with Vision-Language Models. - Hengxing Cai; Jinhan Dong; Jingjun Tan; Jingcheng Deng; Sihang Li 002; Zhifeng Gao; Haidong Wang; Zicheng Su; Agachai Sumalee; Renxin Zhong (CoRR, 2025)

Two-Stage Detection of Incident-Induced Congestion at the Cycle and Movement Levels on Signalized Urban Roads Using Spatially Sparse Trajectory Data. - Yuxuan Sun; Chunhui Yu; Ling Wang; Zicheng Su; Wanjing Ma (IEEE Trans. Intell. Transp. Syst., 2025)

TraSculptor: Visual Analytics for Enhanced Decision-Making in Road Traffic Planning. - Zikun Deng; Yuanbang Liu; Mingrui Zhu; Da Xiang; Haiyue Yu; Zicheng Su; Qing-Long Lu; Tobias Schreck; Yi Cai 001 (CoRR, 2025)