Liang Zheng

20 papers Journal 20
YearRankTypeTitle / Venue / Authors
2025 J jnl
A unified robust optimization approach for problems with costly simulation-based objectives and constraints.
Comput. Oper. Res.
Liang Zheng, Yanzhan Chen, Guangwu Liu, Ji Bao
2025 J jnl
Robust simulation-based optimization for multiobjective problems with constraints.
Ann. Oper. Res.
Liang Zheng, Ji Bao, Zhen Tan
2024 J jnl
Ramp Metering Control on Wireless Charging Lanes Considering Optimal Traffic and Charging Efficiencies.
IEEE Trans. Intell. Transp. Syst.
Fan Liu, Zhen Tan, Hing Kai Chan, Liang Zheng
2023 J jnl
A two-stage surrogate-assisted meta-heuristic algorithm for high-dimensional expensive problems.
Soft Comput.
Liang Zheng, Jinyue Shi, Youpeng Yang
2023 J jnl
AI-TP: Attention-Based Interaction-Aware Trajectory Prediction for Autonomous Driving.
IEEE Trans. Intell. Veh.
Kunpeng Zhang, Liang Zhao, Chengxiang Dong, Lan Wu, Liang Zheng
2023 J jnl
Large-Scale Traffic Data Imputation with Spatiotemporal Semantic Understanding.
CoRR
Kunpeng Zhang, Lan Wu, Liang Zheng, Na Xie, Zhengbing He
2023 J jnl
Urban traffic signal control robust optimization against Risk-averse and Worst-case cyberattacks.
Inf. Sci.
Liang Zheng, Ji Bao, Zhenyu Mei
2022 J jnl
A Surrogate-Based Optimization Method with Dynamic Adaptation for High-Dimensional Mixed-Integer Problems.
Swarm Evol. Comput.
Liang Zheng, Youpeng Yang, Guanqi Fu, Zhen Tan, Xuekai Cen
2022 J jnl
Biobjective robust simulation-based optimization for unconstrained problems.
Eur. J. Oper. Res.
Liang Zheng, Ji Bao, Chengcheng Xu, Zhen Tan
2021 J jnl
A generative adversarial network for travel times imputation using trajectory data.
Comput. Aided Civ. Infrastructure Eng.
Kunpeng Zhang, Zhengbing He, Liang Zheng, Liang Zhao, Lan Wu
2020 J jnl
A deep learning based multitask model for network-wide traffic speed prediction.
Neurocomputing
Kunpeng Zhang, Liang Zheng, Zijian Liu, Ning Jia
2020 J jnl
Short-Term Prediction of Passenger Demand in Multi-Zone Level: Temporal Convolutional Neural Network With Multi-Task Learning.
IEEE Trans. Intell. Transp. Syst.
Kunpeng Zhang, Zijian Liu, Liang Zheng
2019 J jnl
Network-wide signal timing stochastic simulation optimization with environmental concerns.
Appl. Soft Comput.
Liang Zheng, Chengcheng Xu, Peter Jing Jin, Bin Ran
2018 J jnl
Erasing Lane Changes From Roads: A Design of Future Road Intersections.
IEEE Trans. Intell. Veh.
Zhengbing He, Liang Zheng, Lili Lu, Wei Guan
2017 J jnl
A Jam-Absorption Driving Strategy for Mitigating Traffic Oscillations.
IEEE Trans. Intell. Transp. Syst.
Zhengbing He, Liang Zheng, Liying Song, Ning Zhu
2017 J jnl
Mapping to Cells: A Simple Method to Extract Traffic Dynamics from Probe Vehicle Data.
Comput. Aided Civ. Infrastructure Eng.
Zhengbing He, Liang Zheng, Peng Chen, Wei Guan
2017 J jnl
Safety evaluation for driving behaviors under bidirectional looking context.
J. Intell. Transp. Syst.
Liang Zheng, Bin Ran, Helai Huang
2017 J jnl
Travel time estimation oriented freeway sensor placement problem considering sensor failure.
J. Intell. Transp. Syst.
Ning Zhu, Shoufeng Ma, Liang Zheng
2016 J jnl
A self-regulation traffic-condition-based route guidance strategy with realistic considerations: Overlapping routes, stochastic traffic, and signalized intersections.
J. Intell. Transp. Syst.
Zhengbing He, Liang Zheng, Wei Guan, Baohua Mao
2013 J jnl
An improved monkey algorithm with dynamic adaptation.
Appl. Math. Comput.
Liang Zheng