Ronghua Du

1.9k total citations · 1 hit paper
53 papers, 1.3k citations indexed

About

Ronghua Du is a scholar working on Control and Systems Engineering, Building and Construction and Automotive Engineering. According to data from OpenAlex, Ronghua Du has authored 53 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 23 papers in Control and Systems Engineering, 15 papers in Building and Construction and 11 papers in Automotive Engineering. Recurrent topics in Ronghua Du's work include Traffic Prediction and Management Techniques (13 papers), Traffic control and management (11 papers) and Transportation Planning and Optimization (9 papers). Ronghua Du is often cited by papers focused on Traffic Prediction and Management Techniques (13 papers), Traffic control and management (11 papers) and Transportation Planning and Optimization (9 papers). Ronghua Du collaborates with scholars based in China, Hong Kong and United States. Ronghua Du's co-authors include Jian Liang, Kai Gao, Ling Zhao, Haifeng Li, Zhixiang Hou, Jiawei Zhu, Li‐Qun Chen, Jiandong Bai, Hu Ding and Lin Hu and has published in prestigious journals such as Applied Energy, Energy Conversion and Management and IEEE Access.

In The Last Decade

Ronghua Du

45 papers receiving 1.3k citations

Hit Papers

A3T-GCN: Attention Temporal Graph Convolutional Network f... 2021 2026 2022 2024 2021 50 100 150 200
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.

  1. A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting
    2021 223 citations Ling Zhao, Ronghua Du et al. profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Ronghua Du China 19 458 398 258 234 219 53 1.3k
Honghui Dong China 17 345 0.8× 221 0.6× 63 0.2× 177 0.8× 131 0.6× 91 951
Shankar C. Subramanian India 20 650 1.4× 565 1.4× 148 0.6× 403 1.7× 479 2.2× 162 1.6k
Deqiang He China 28 1.1k 2.4× 149 0.4× 248 1.0× 986 4.2× 151 0.7× 190 2.6k
Guizhen Yu China 30 829 1.8× 568 1.4× 216 0.8× 156 0.7× 637 2.9× 131 2.5k
Yangzhou Chen China 20 563 1.2× 248 0.6× 59 0.2× 67 0.3× 197 0.9× 169 1.4k
Ali Ghaffari Iran 21 874 1.9× 133 0.3× 99 0.4× 428 1.8× 62 0.3× 95 1.4k
Cong Zhao China 19 290 0.6× 267 0.7× 131 0.5× 37 0.2× 81 0.4× 52 1.1k
Stratis Kanarachos United Kingdom 22 268 0.6× 104 0.3× 374 1.4× 395 1.7× 44 0.2× 82 1.5k
Martin Kozek Austria 22 837 1.8× 703 1.8× 153 0.6× 499 2.1× 47 0.2× 161 1.9k

Countries citing papers authored by Ronghua Du

Since Specialization
Citations

This map shows the geographic impact of Ronghua Du'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 Ronghua Du with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ronghua Du more than expected).

Fields of papers citing papers by Ronghua Du

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ronghua Du. 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 Ronghua Du. The network helps show where Ronghua Du may publish in the future.

Co-authorship network of co-authors of Ronghua Du

This figure shows the co-authorship network connecting the top 25 collaborators of Ronghua Du. A scholar is included among the top collaborators of Ronghua Du 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 Ronghua Du. Ronghua Du is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Du, Ronghua, et al.. (2025). Dynamic Packet Routing Algorithm Based on Multidimensional Information and Multiagent Reinforcement Learning. International Journal of Communication Systems. 38(6).
2.
Ning, Qin, Jinlai Zhang, Kai Gao, et al.. (2025). Multiresolution Context Augmentation and Dual-Channel Attention for 3-D Lane Detection. IEEE Internet of Things Journal. 12(24). 52860–52872.
3.
Zhang, Jinlai, et al.. (2024). Fast object detection of anomaly photovoltaic (PV) cells using deep neural networks. Applied Energy. 372. 123759–123759. 27 indexed citations
4.
Du, Ronghua, et al.. (2024). Self-Supervised Point Cloud Prediction for Autonomous Driving. IEEE Transactions on Intelligent Transportation Systems. 25(11). 17452–17467. 4 indexed citations
5.
Gao, Kai, Lin Hu, Xinyu Liu, et al.. (2024). STMF-IE: A Spatial-Temporal Multi-Feature Fusion and Intention-Enlightened Decoding Model for Vehicle Trajectory Prediction. IEEE Transactions on Vehicular Technology. 74(3). 4004–4018. 2 indexed citations
6.
7.
Du, Ronghua, et al.. (2024). Reflex regulation of model-based biomimetic control for a tendon-driven prosthetic hand. Biomedical Signal Processing and Control. 101. 107223–107223. 1 indexed citations
8.
Han, Xing, Guowei Zhu, Ling Zhao, et al.. (2023). Ollivier–Ricci Curvature Based Spatio-Temporal Graph Neural Networks for Traffic Flow Forecasting. Symmetry. 15(5). 995–995. 6 indexed citations
9.
Gao, Kai, et al.. (2023). A Multi-attention Based CNN-BiLSTM Intrusion Detection Model for In-vehicle Networks. 2015. 809–816. 1 indexed citations
10.
Liu, Gang, et al.. (2023). Self-Supervised Spatiotemporal Masking Strategy-Based Models for Traffic Flow Forecasting. Symmetry. 15(11). 2002–2002. 4 indexed citations
11.
12.
Luo, Qinyao, et al.. (2023). STGC-GNNs: A GNN-based traffic prediction framework with a spatial–temporal Granger causality graph. Physica A Statistical Mechanics and its Applications. 623. 128913–128913. 36 indexed citations
13.
14.
Gao, Kai, et al.. (2023). Review of the Flight Control Method of a Bird-like Flapping-Wing Air Vehicle. Micromachines. 14(8). 1547–1547. 9 indexed citations
15.
Du, Ronghua, et al.. (2022). Research on Trajectory Tracking Control of Autonomous Vehicle Based on MPC with Variable Predictive Horizon. Journal of Mechanical Engineering. 58(24). 275–275. 9 indexed citations
16.
Zou, Hong‐Xiang, Lei Meng, Jun Xiao, et al.. (2022). Design of Anti-impact Vehicle-road Energy Harvesting Bump and Self-powered Traffic Control. Journal of Mechanical Engineering. 58(20). 72–72.
17.
Ding, Hu, et al.. (2022). Micro-amplitude vibration suppression of a bistable nonlinear energy sink constructed by a buckling beam. Nonlinear Dynamics. 108(4). 3185–3207. 64 indexed citations
18.
Gao, Kai, et al.. (2020). An Integrated Algorithm for Intersection Queue Length Estimation Based on IoT in a Mixed Traffic Scenario. Applied Sciences. 10(6). 2078–2078. 16 indexed citations
19.
Du, Ronghua. (2012). Simulation of traffic capacity at highway serial toll station. Computer Engineering and Applications Journal.
20.
Du, Ronghua, et al.. (2009). A Prediction Framework for Distributed Data Stream Processing. 41. 179–183. 1 indexed citations

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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