Zhiyong Cui

4.5k total citations · 2 hit papers
78 papers, 2.6k citations indexed

About

Zhiyong Cui is a scholar working on Building and Construction, Transportation and Control and Systems Engineering. According to data from OpenAlex, Zhiyong Cui has authored 78 papers receiving a total of 2.6k indexed citations (citations by other indexed papers that have themselves been cited), including 33 papers in Building and Construction, 23 papers in Transportation and 22 papers in Control and Systems Engineering. Recurrent topics in Zhiyong Cui's work include Traffic Prediction and Management Techniques (33 papers), Transportation Planning and Optimization (20 papers) and Traffic control and management (18 papers). Zhiyong Cui is often cited by papers focused on Traffic Prediction and Management Techniques (33 papers), Transportation Planning and Optimization (20 papers) and Traffic control and management (18 papers). Zhiyong Cui collaborates with scholars based in China, United States and Macao. Zhiyong Cui's co-authors include Yinhai Wang, Ruimin Ke, Kristian Henrickson, Ziyuan Pu, Xiaolei Ma, Jinlei Zhang, Yadi Zhu, Chen Feng, Yun Tian and Zhibin Li and has published in prestigious journals such as PLoS ONE, Scientific Reports and ACS Applied Materials & Interfaces.

In The Last Decade

Zhiyong Cui

69 papers receiving 2.6k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting

2019 640 citations Zhiyong Cui, Kristian Henrickson et al. IEEE Transactions on Intelligent Transportation Systems profile →
Stacked bidirectional and unidirectional LSTM recurrent neural network for forecasting network-wide traffic state with missing values

2020 326 citations Zhiyong Cui, Ruimin Ke et al. Transportation Research Part C Emerging Technologies profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Zhiyong Cui China	24	1.3k	933	680	355	339	78	2.6k
Qing He China	39	1.1k 0.9×	1.2k 1.3×	1.2k 1.8×	528 1.5×	509 1.5×	231	5.2k
Zhaocheng He China	18	923 0.7×	685 0.7×	557 0.8×	174 0.5×	314 0.9×	95	1.7k
Ruimin Ke United States	25	1.5k 1.1×	911 1.0×	1.0k 1.5×	428 1.2×	773 2.3×	56	3.2k
Xiaomo Jiang China	29	688 0.5×	490 0.5×	1.0k 1.5×	368 1.0×	139 0.4×	93	3.6k
Bowen Du China	31	1.7k 1.3×	1.3k 1.4×	577 0.8×	723 2.0×	241 0.7×	101	3.2k
Wuhong Wang China	27	652 0.5×	636 0.7×	556 0.8×	147 0.4×	452 1.3×	107	2.4k
Ziyuan Pu China	22	1.1k 0.8×	819 0.9×	716 1.1×	254 0.7×	762 2.2×	67	2.3k
Yuncai Liu China	28	846 0.7×	631 0.7×	575 0.8×	336 0.9×	114 0.3×	240	3.2k
Yuankai Wu China	24	1.2k 0.9×	791 0.8×	819 1.2×	290 0.8×	1.1k 3.3×	76	2.9k

Countries citing papers authored by Zhiyong Cui

Since Specialization

Citations

This map shows the geographic impact of Zhiyong Cui's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Zhiyong Cui with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Zhiyong Cui more than expected).

Fields of papers citing papers by Zhiyong Cui

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Zhiyong Cui. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Zhiyong Cui. The network helps show where Zhiyong Cui may publish in the future.

Co-authorship network of co-authors of Zhiyong Cui

This figure shows the co-authorship network connecting the top 25 collaborators of Zhiyong Cui. A scholar is included among the top collaborators of Zhiyong Cui based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Zhiyong Cui. Zhiyong Cui is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Ren, Yilong, Han Jiang, Zhiyong Cui, et al.. (2025). R M ² Occ: Re-Projection Multi-Task Multi-Sensor Fusion for Autonomous Driving 3D Object Detection and Occupancy Perception. IEEE Transactions on Intelligent Transportation Systems. 26(11). 20864–20881.

Jiang, Han, Yilong Ren, Yanan Zhao, Zhiyong Cui, & Haiyang Yu. (2025). Toward City-Scale Vehicular Crowd Sensing: A Decentralized Framework for Online Participant Recruitment. IEEE Transactions on Intelligent Transportation Systems. 26(10). 17800–17813. 4 indexed citations

Tan, Xianfeng, Chengcheng Wang, Ziyu Zhang, et al.. (2025). Enhancing Sustainable Intelligent Transportation Systems Through Lightweight Monocular Depth Estimation Based on Volume Density. Sustainability. 17(24). 11271–11271.

Yu, Haiyang, et al.. (2024). MuGIL: A Multi-Graph Interaction Learning Network for Multi-Task Traffic Prediction. Knowledge-Based Systems. 306. 112709–112709. 3 indexed citations

Yu, Haiyang, et al.. (2024). Hi-SCL: Fighting long-tailed challenges in trajectory prediction with hierarchical wave-semantic contrastive learning. Transportation Research Part C Emerging Technologies. 165. 104735–104735. 4 indexed citations

Ren, Yilong, et al.. (2024). CLlight: Enhancing representation of multi-agent reinforcement learning with contrastive learning for cooperative traffic signal control. Expert Systems with Applications. 262. 125578–125578. 2 indexed citations

Pu, Ziyuan, et al.. (2024). Inferring heterogeneous treatment effects of crashes on highway traffic: A doubly robust causal machine learning approach. Transportation Research Part C Emerging Technologies. 160. 104537–104537. 15 indexed citations

Liu, L. D., et al.. (2024). Traj-LLM: A New Exploration for Empowering Trajectory Prediction With Pre-Trained Large Language Models. IEEE Transactions on Intelligent Vehicles. 10(2). 794–807. 23 indexed citations

Li, Zhenning, et al.. (2024). Real-time accident anticipation for autonomous driving through monocular depth-enhanced 3D modeling. Accident Analysis & Prevention. 207. 107760–107760. 10 indexed citations

10.

Cui, Zhiyong, et al.. (2024). Adversarial Stress Test for Autonomous Vehicle via Series Reinforcement Learning Tasks With Reward Shaping. IEEE Transactions on Intelligent Vehicles. 10(2). 832–847. 4 indexed citations

11.

Li, Qianmu, et al.. (2023). Bandit-based data poisoning attack against federated learning for autonomous driving models. Expert Systems with Applications. 227. 120295–120295. 17 indexed citations

12.

Wang, Wentao, Chenjiyu Liang, Huan Wang, et al.. (2023). Air conditioning system with dual-temperature chilled water for air grading treatment in data centers. Energy and Buildings. 290. 113073–113073. 15 indexed citations

13.

Zhang, Xiaokai, et al.. (2023). A platoon-based cooperative optimal control for connected autonomous vehicles at highway on-ramps under heavy traffic. Transportation Research Part C Emerging Technologies. 150. 104083–104083. 46 indexed citations

14.

Ke, Ruimin, et al.. (2023). Transit Safety System Evaluation and Hotspot Identification Empowered by Edge Computing Transit Event Logging System. Transportation Research Record Journal of the Transportation Research Board. 2678(1). 691–706. 1 indexed citations

15.

Liu, Lu, Zhiyong Cui, Ruimin Ke, & Yinhai Wang. (2023). Lane-Level Short-Term Freeway Traffic Volume Prediction Based on Graph Convolutional Recurrent Network. Journal of Transportation Engineering Part A Systems. 149(10). 3 indexed citations

16.

Pu, Ziyuan, et al.. (2021). Multimodal Traffic Speed Monitoring: A Real-Time System Based on Passive Wi-Fi and Bluetooth Sensing Technology. IEEE Internet of Things Journal. 9(14). 12413–12424. 36 indexed citations

17.

Zhu, Tengjiao, Daoyang Fan, Bing Liu, et al.. (2020). Role of miRNA‐542‐5p in the tumorigenesis of osteosarcoma. FEBS Open Bio. 10(4). 627–636. 15 indexed citations

18.

Cui, Zhiyong, Kristian Henrickson, Ruimin Ke, Xiao Dong, & Yinhai Wang. (2019). High-Order Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting. Transportation Research Board 98th Annual MeetingTransportation Research Board. 32 indexed citations

19.

MacKenzie, Don, et al.. (2017). Complement or Competitior? Comparing car2go and Transit Travel Times, Prices, and Usage Patterns in Seattle. Transportation Research Board 96th Annual MeetingTransportation Research Board. 8 indexed citations

20.

Cui, Zhiyong. (2011). Image Compression Quantification Scheme Based on Lifting Wavelet Technology. Jisuanji fangzhen.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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