Xiao Huang

20 papers Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
XRMDN: An Extended Recurrent Mixture Density Network for Short-Term Probabilistic Rider Demand Forecasting Considering High Volatility.
IEEE Trans. Intell. Veh.
Xiaoming Li, Hubert Normandin-Taillon, Chun Wang, Xiao Huang
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
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
Quality competition between national and store brands.
Int. J. Prod. Res.
Tulika Chakraborty, Satyaveer Singh Chauhan, 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 J jnl
Measuring Place Connectivity Using Big Social Media Data.
CoRR
Zhenlong Li, Xiao Huang, Xinyue Ye, Yuqin Jiang, Yago Martin, Huan Ning, Michael E. Hodgson, Xiaoming Li
2021 J jnl
ODT FLOW: A Scalable Platform for Extracting, Analyzing, and Sharing Multi-source Multi-scale Human Mobility.
CoRR
Zhenlong Li, Xiao Huang, Tao Hu, Huan Ning, Xinyue Ye, Xiaoming Li
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
2020 — conf
A Data-Driven Dynamic Stochastic Programming Framework for Ride-Sharing Rebalancing Problem under Demand Uncertainty.
ISPA/BDCloud/SocialCom/SustainCom
Xiaoming Li, Chun Wang, Xiao Huang, Yimin Nie
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
2020 J jnl
Service Product Design and Consumer Refund Policies.
Mark. Sci.
Xiao Huang, Dan Zhang
2019 J jnl
A Two-Stage Stochastic Programming Model for Car-Sharing Problem using Kernel Density Estimation.
CoRR
Xiaoming Li, Chun Wang, Xiao Huang
2015 J jnl
A One-Vendor Multiple-Buyer Production-Distribution System: The Value of Vendor Managed Inventory.
INFOR Inf. Syst. Oper. Res.
Yunfan Li, Xiao Huang