Learning-based open driver guidance and rebalancing for reducing riders' wait time in ride-hailing platforms. - Jie Gao 010; Xiaoming Li 007; Chun Wang; Xiao Huang 006 (ISC2, 2020)

Reducing Car-Sharing Relocation Cost through Non-Parametric Density Estimation and Stochastic Programming. - Xiaoming Li 007; Chun Wang; Xiao Huang 006 (ITSC, 2020)

DDKSP: A Data-Driven Stochastic Programming Framework for Car-Sharing Relocation Problem. - Xiaoming Li 007; Chun Wang; Xiao Huang 006 (CoRR, 2020)

A GRU-based Mixture Density Network for Data-Driven Dynamic Stochastic Programming. - Xiaoming Li 007; Chun Wang; Xiao Huang 006; Yimin Nie (CoRR, 2020)

Driver guidance and rebalancing in ride-hailing systems through mixture density networks and stochastic programming. - Xiaoming Li 007; Jie Gao 010; Chun Wang; Xiao Huang 006; Yimin Nie (ISC2, 2021)

Ride-Sharing Matching under Travel Time Uncertainty through A Data-Driven Robust Optimization Approach. - Xiaoming Li 007; Jie Gao 010; Chun Wang; Xiao Huang 006; Yimin Nie (ITSC, 2021)

Towards smart transportation: A learning-based data-driven optimization approach for electric taxi dispatch problem. - Xiaoming Li 007; Liang Zhao 004 (Internet Technol. Lett., 2021)

A Pricing Mechanism for Ride-Hailing Systems in the Presence of Driver Acceptance Uncertainty. - Jie Gao 010; Xiaoming Li 007; Chun Wang; Xiao Huang 006 (IEEE Access, 2022)

Ride-Sharing Matching Under Travel Time Uncertainty Through Data-Driven Robust Optimization. - Xiaoming Li 007; Jie Gao 010; Chun Wang; Xiao Huang 006; Yimin Nie (IEEE Access, 2022)

A Data-Driven Approach for Vehicle Relocation in Car-Sharing Services with Balanced Supply-Demand Ratios. - Xiaoming Li 007; Jie Gao 010; Chun Wang; Xiao Huang 006 (Int. J. Intell. Transp. Syst. Res., 2022)

BM-DDPG: An Integrated Dispatching Framework for Ride-Hailing Systems. - Jie Gao 010; Xiaoming Li 007; Chun Wang; Xiao Huang 006 (IEEE Trans. Intell. Transp. Syst., 2022)

Demand Density Forecasting in Mobility-on-Demand Systems Through Recurrent Mixture Density Networks. - Xiaoming Li 007; Hubert Normandin-Taillon; Chun Wang; Xiao Huang 006 (ITSC, 2023)

XRMDN: A Recurrent Mixture Density Networks-based Architecture for Short-Term Probabilistic Demand Forecasting in Mobility-on-Demand Systems with High Volatility. - Xiaoming Li 007; Hubert Normandin-Taillon; Chun Wang; Xiao Huang 006 (CoRR, 2023)

GREEN: A Global Energy Efficiency Maximization Strategy for Multi-UAV Enabled Communication Systems. - Na Lin 001; Yanbo Fan; Liang Zhao 004; Xiaoming Li 007; Mohsen Guizani (IEEE Trans. Mob. Comput., 2023)