Single stock trading with deep reinforcement learning: A comparative study. - Jun Ge; Yuanqi Qin; Yaling Li; yanjia Huang; Hao Hu (ICMLC, 2022)

An Online Traffic Simulation Modeling Framework for Real-Time Road Traffic Control and Management. - Yuanqi Qin; Junchen Jin; Wen Hua; Xingyuan Dai; Xiao Wang 002 (ITSC, 2022)

GraphPro: A Graph-based Proactive Prediction Approach for Link Speeds on Signalized Urban Traffic Network. - Qingyuan Ji; Junchen Jin; Yuanqi Qin; Xiaoliang Ma; Yuan Zhang (SMC, 2022)

Hi-Lane: Hierarchical Decision Support Framework for Traffic Signal Control with Dynamic Lanes. - Qingyuan Ji; Yongdong Zhu; Xiaoyue Wen; Qi Zhang; Yuanqi Qin; Junchen Jin (ITSC, 2023)

AUTOSIM: Automated Urban Traffic Operation Simulation via Meta-Learning. - Yuanqi Qin; Wen Hua; Junchen Jin; Jun Ge; Xingyuan Dai; Lingxi Li 001; Xiao Wang 002; Fei-Yue Wang 001 (IEEE CAA J. Autom. Sinica, 2023)