Liang Zheng

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 13

Top Topics

Convolutional Neural Network

Data Imputation

Nelder Mead Simplex

Top Venues

IEEE Trans. Intell. Veh.

IEEE Trans. Intell. Transp. Syst.

J. Intell. Transp. Syst.

Publications

Liang Zheng, Ji Bao, Zhenyu Mei
Urban traffic signal control robust optimization against Risk-averse and Worst-case cyberattacks. Inf. Sci. 640 (2023)
Kunpeng Zhang, Lan Wu, Liang Zheng, Na Xie, Zhengbing He
Large-Scale Traffic Data Imputation with Spatiotemporal Semantic Understanding. CoRR (2023)
Liang Zheng, Jinyue Shi, Youpeng Yang
A two-stage surrogate-assisted meta-heuristic algorithm for high-dimensional expensive problems. Soft Comput. 27 (10) (2023)
Kunpeng Zhang, Liang Zhao, Chengxiang Dong, Lan Wu, Liang Zheng
AI-TP: Attention-Based Interaction-Aware Trajectory Prediction for Autonomous Driving. IEEE Trans. Intell. Veh. 8 (1) (2023)
Liang Zheng, Youpeng Yang, Guanqi Fu, Zhen Tan, Xuekai Cen
A Surrogate-Based Optimization Method with Dynamic Adaptation for High-Dimensional Mixed-Integer Problems. Swarm Evol. Comput. 72 (2022)
Kunpeng Zhang, Zijian Liu, Liang Zheng
Short-Term Prediction of Passenger Demand in Multi-Zone Level: Temporal Convolutional Neural Network With Multi-Task Learning. IEEE Trans. Intell. Transp. Syst. 21 (4) (2020)
Kunpeng Zhang, Liang Zheng, Zijian Liu, Ning Jia
A deep learning based multitask model for network-wide traffic speed prediction. Neurocomputing 396 (2020)
Liang Zheng, Chengcheng Xu, Peter J. Jin, Bin Ran
Network-wide signal timing stochastic simulation optimization with environmental concerns. Appl. Soft Comput. 77 (2019)
Zhengbing He, Liang Zheng, Lili Lu, Wei Guan
Erasing Lane Changes From Roads: A Design of Future Road Intersections. IEEE Trans. Intell. Veh. 3 (2) (2018)
Liang Zheng, Bin Ran, Helai Huang
Safety evaluation for driving behaviors under bidirectional looking context. J. Intell. Transp. Syst. 21 (4) (2017)
Zhengbing He, Liang Zheng, Liying Song, Ning Zhu
A Jam-Absorption Driving Strategy for Mitigating Traffic Oscillations. IEEE Trans. Intell. Transp. Syst. 18 (4) (2017)
Zhengbing He, Liang Zheng, Peng Chen, Wei Guan
Mapping to Cells: A Simple Method to Extract Traffic Dynamics from Probe Vehicle Data. Comput. Aided Civ. Infrastructure Eng. 32 (3) (2017)
Zhengbing He, Liang Zheng, Wei Guan, Baohua Mao
A self-regulation traffic-condition-based route guidance strategy with realistic considerations: Overlapping routes, stochastic traffic, and signalized intersections. J. Intell. Transp. Syst. 20 (6) (2016)