2026 Zhiyuan Liu: Engineering and Technology Researcher – H-Index, Publications & Awards

D-Index & Metrics

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Engineering and Technology	51	3934	3774	793	789	236	8338

Discipline name

D-Index

World Ranking

Current World Ranking

National Ranking

Current National Ranking

Publications

Citations

Engineering and Technology

3934

3774

793

789

236

8338

Engineering and Technology

D-Index

Citations

8338

World Ranking

3934

National Ranking

793

Overview

Zhiyuan Liu is affiliated with Southeast University in China and conducts research primarily in the fields of engineering and social sciences. Their scholarly contributions span numerous topics focused on transportation and related technologies.

Their work includes a substantial number of publications in subfields such as transportation, building and construction, control and systems engineering, automotive engineering, and artificial intelligence.

The main topics covered in their research are:

Transportation Planning and Optimization
Traffic Prediction and Management Techniques
Traffic Control and Management
Transportation and Mobility Innovations
Human Mobility and Location-Based Analysis
Urban Transport and Accessibility
Autonomous Vehicle Technology and Safety

Zhiyuan Liu has published extensively in several academic venues, with the most frequent including:

arXiv (Cornell University)
Transportation Research Part E Logistics and Transportation Review
IEEE Transactions on Intelligent Transportation Systems
Transportation Research Part C Emerging Technologies
SSRN Electronic Journal

Frequent co-authors in Liu's research collaborations consist of:

Qixiu Cheng
Ziyuan Gu
Honggang Zhang
Di Huang
Maosong Sun

Among recent published papers, notable examples include:

"Study on seepage and deformation characteristics of coal microstructure by 3D reconstruction of CT images at high temperatures" (2020) in International Journal of Mining Science and Technology
"DeepTSP: Deep traffic state prediction model based on large-scale empirical data" (2021) in Communications in Transportation Research
"An s-shaped three-parameter (S3) traffic stream model with consistent car following relationship" (2021) in Transportation Research Part B Methodological
"Influencing Factors in Congestion Pricing Acceptability: A Literature Review" (2020) in Journal of Advanced Transportation
"Exploring a large-scale multi-modal transportation recommendation system" (2021) in Transportation Research Part C Emerging Technologies

Best Publications

DeepPF: A deep learning based architecture for metro passenger flow prediction

Yang Liu;Zhiyuan Liu;Ruo Jia

399
Citations
Performance of transportation network under perturbations: Reliability, vulnerability, and resilience

Yu Gu;Yu Gu;Xiao Fu;Zhiyuan Liu;Xiangdong Xu

329
Citations
Bus stop-skipping scheme with random travel time

Zhiyuan Liu;Yadan Yan;Yadan Yan;Xiaobo Qu;Yong Zhang

323
Citations
An effective spatial-temporal attention based neural network for traffic flow prediction

Loan N.N. Do;Hai L. Vu;Bao Q. Vo;Zhiyuan Liu

258
Citations
Electric vehicle fleet size and trip pricing for one-way carsharing services considering vehicle relocation and personnel assignment

Min Xu;Qiang Meng;Zhiyuan Liu

211
Citations
A two-phase optimization model for the demand-responsive customized bus network design

Di Huang;Yu Gu;Shuaian Wang;Zhiyuan Liu

205
Citations
Bunker consumption optimization methods in shipping: A critical review and extensions

Shuaian Wang;Qiang Meng;Zhiyuan Liu

190
Citations
Congestion pricing practices and public acceptance: A review of evidence

Ziyuan Gu;Ziyuan Gu;Zhiyuan Liu;Qixiu Cheng;Meead Saberi

177
Citations
Design of limited-stop bus service with capacity constraint and stochastic travel time

Jingxu Chen;Zhiyuan Liu;Senlai Zhu;Senlai Zhu;Weixu Wang

158
Citations
DeepTSP: Deep traffic state prediction model based on large-scale empirical data

Unknown

151
Citations
Investigation of work zone crash casualty patterns using association rules.

Jinxian Weng;Jinxian Weng;Jia-Zheng Zhu;Xuedong Yan;Zhiyuan Liu

139
Citations
Optimal Distance Tolls under Congestion Pricing and Continuously Distributed Value of Time

Qiang Meng;Zhiyuan Liu;Shuaian Wang

138
Citations
Robust optimization model of bus transit network design with stochastic travel time

Yadan Yan;Zhiyuan Liu;Qiang Meng;Yu Jiang

130
Citations
Speed-based toll design for cordon-based congestion pricing scheme

Zhiyuan Liu;Qiang Meng;Shuaian Wang

126
Citations
A systematic review of prediction methods for emergency management

Di Huang;Di Huang;Shuaian Wang;Zhiyuan Liu

114
Citations
Optimal joint distance and time toll for cordon-based congestion pricing

Zhiyuan Liu;Shuaian Wang;Qiang Meng

110
Citations
Estimating key traffic state parameters through parsimonious spatial queue models

Unknown

108
Citations
Potential crash risks of expressway on-ramps and off-ramps: a case study in Beijing, China

Xiaobo Qu;Ying Yang;Zhiyuan Liu;Sheng Jin

105
Citations
Understanding public response to a congestion charge: A random-effects ordered logit approach

Zhanle Zheng;Zhiyuan Liu;Chuanli Liu;Nirajan Shiwakoti

105
Citations
Global intermodal liner shipping network design

Zhiyuan Liu;Qiang Meng;Shuaian Wang;Zhuo Sun;Zhuo Sun

102
Citations
Impact analysis of cordon-based congestion pricing on mode-split for a bimodal transportation network

Qiang Meng;Zhiyuan Liu

93
Citations
Optimal distance- and time-dependent area-based pricing with the Network Fundamental Diagram

Ziyuan Gu;Sajjad Shafiei;Zhiyuan Liu;Meead Saberi

89
Citations
Robust optimization of distance-based tolls in a network considering stochastic day to day dynamics

Zhiyuan Liu;Shuaian Wang;Bojian Zhou;Qixiu Cheng

87
Citations