A robust DRL-based decision-making framework for CAV in highway mixed traffic. - Dongwei Xu; Xiaochang Ma; Jiaying Zheng; Tongcheng Gu; Yewanze Liu; Peiwen Liu (Expert Syst. Appl., 2025)

Cross-city traffic state prediction based on knowledge transfer framework. - Dongwei Xu; Yufu Tang; Jingfei Ju; Zefeng Yu; Jiaying Zheng; Tongcheng Gu; Haifeng Guo (Expert Syst. Appl., 2025)

Robustness enhancement of deep reinforcement learning-based traffic signal control model via structure compression. - Dongwei Xu; Xiangwang Liao; Zefeng Yu; Tongcheng Gu; Haifeng Guo (Knowl. Based Syst., 2025)