Deep Reinforcement Learning for Ride-sharing Dispatching and Repositioning. - Zhiwei (Tony) Qin; Xiaocheng Tang; Yan Jiao; Fan Zhang 098; Chenxi Wang; Qun (Tracy) Li (IJCAI, 2019)

A Multi-Modal Approach for Driver Gaze Prediction to Remove Identity Bias. - Zehui Yu; Xiehe Huang; Xiubao Zhang; Haifeng Shen; Qun (Tracy) Li; Weihong Deng; Jian Tang 008; Yi Yang; Jieping Ye (ICMI, 2020)

Efficiency or Fairness?: Carpooling Design for Online Ride-hailing Platform in Transport Hubs at Midnight. - Chenbei Lu; Jiaman Wu; Chenye Wu; Yongli Qin; Qun (Tracy) Li; Nan Ma (SIGSPATIAL/GIS, 2021)

Mobility Data-driven Complete Dispatch Framework for the Ride-hailing Platform. - Jiaman Wu; Chenbei Lu; Chenye Wu; Yongli Qin; Qun (Tracy) Li; Nan Ma; Jun Fang (UbiComp/ISWC Adjunct, 2021)

Learning from Imbalanced and Incomplete Supervision with Its Application to Ride-Sharing Liability Judgment. - Lan-Zhe Guo; Zhi Zhou 007; Jie-Jing Shao; Qi Zhang; Feng Kuang; Gao-Le Li; Zhang-Xun Liu; Guobin Wu 001; Nan Ma; Qun (Tracy) Li; Yufeng Li 008 (KDD, 2021)