Xiaoming Li

14 papers Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2023 — conf
Demand Density Forecasting in Mobility-on-Demand Systems Through Recurrent Mixture Density Networks.
ITSC
Xiaoming Li, Hubert Normandin-Taillon, Chun Wang, Xiao Huang
2023 J jnl
GREEN: A Global Energy Efficiency Maximization Strategy for Multi-UAV Enabled Communication Systems.
IEEE Trans. Mob. Comput.
Na Lin, Yanbo Fan, Liang Zhao, Xiaoming Li, Mohsen Guizani
2023 J jnl
XRMDN: A Recurrent Mixture Density Networks-based Architecture for Short-Term Probabilistic Demand Forecasting in Mobility-on-Demand Systems with High Volatility.
CoRR
Xiaoming Li, Hubert Normandin-Taillon, Chun Wang, Xiao Huang
2022 J jnl
A Data-Driven Approach for Vehicle Relocation in Car-Sharing Services with Balanced Supply-Demand Ratios.
Int. J. Intell. Transp. Syst. Res.
Xiaoming Li, Jie Gao, Chun Wang, Xiao Huang
2022 J jnl
A Pricing Mechanism for Ride-Hailing Systems in the Presence of Driver Acceptance Uncertainty.
IEEE Access
Jie Gao, Xiaoming Li, Chun Wang, Xiao Huang
2022 J jnl
BM-DDPG: An Integrated Dispatching Framework for Ride-Hailing Systems.
IEEE Trans. Intell. Transp. Syst.
Jie Gao, Xiaoming Li, Chun Wang, Xiao Huang
2022 J jnl
Ride-Sharing Matching Under Travel Time Uncertainty Through Data-Driven Robust Optimization.
IEEE Access
Xiaoming Li, Jie Gao, Chun Wang, Xiao Huang, Yimin Nie
2021 — conf
Driver guidance and rebalancing in ride-hailing systems through mixture density networks and stochastic programming.
ISC2
Xiaoming Li, Jie Gao, Chun Wang, Xiao Huang, Yimin Nie
2021 — conf
Ride-Sharing Matching under Travel Time Uncertainty through A Data-Driven Robust Optimization Approach.
ITSC
Xiaoming Li, Jie Gao, Chun Wang, Xiao Huang, Yimin Nie
2021 J jnl
Towards smart transportation: A learning-based data-driven optimization approach for electric taxi dispatch problem.
Internet Technol. Lett.
Xiaoming Li, Liang Zhao
2020 J jnl
A GRU-based Mixture Density Network for Data-Driven Dynamic Stochastic Programming.
CoRR
Xiaoming Li, Chun Wang, Xiao Huang, Yimin Nie
2020 J jnl
DDKSP: A Data-Driven Stochastic Programming Framework for Car-Sharing Relocation Problem.
CoRR
Xiaoming Li, Chun Wang, Xiao Huang
2020 — conf
Learning-based open driver guidance and rebalancing for reducing riders' wait time in ride-hailing platforms.
ISC2
Jie Gao, Xiaoming Li, Chun Wang, Xiao Huang
2020 — conf
Reducing Car-Sharing Relocation Cost through Non-Parametric Density Estimation and Stochastic Programming.
ITSC
Xiaoming Li, Chun Wang, Xiao Huang