Jia Wu

2.7k total citations · 1 hit paper
58 papers, 2.0k citations indexed

About

Jia Wu is a scholar working on Artificial Intelligence, Control and Systems Engineering and Automotive Engineering. According to data from OpenAlex, Jia Wu has authored 58 papers receiving a total of 2.0k indexed citations (citations by other indexed papers that have themselves been cited), including 24 papers in Artificial Intelligence, 21 papers in Control and Systems Engineering and 12 papers in Automotive Engineering. Recurrent topics in Jia Wu's work include Traffic control and management (20 papers), Autonomous Vehicle Technology and Safety (12 papers) and Traffic Prediction and Management Techniques (11 papers). Jia Wu is often cited by papers focused on Traffic control and management (20 papers), Autonomous Vehicle Technology and Safety (12 papers) and Traffic Prediction and Management Techniques (11 papers). Jia Wu collaborates with scholars based in China, France and United States. Jia Wu's co-authors include Hang Lei, Sihao Deng, Hao Zhang, Abdeljalil Abbas‐Turki, Abdellah El Moudni, Fei Yan, Mark Brackstone, M. McDonald, Samuel R. A. Collins and Keith W. Waldron and has published in prestigious journals such as SHILAP Revista de lepidopterología, Scientific Reports and Expert Systems with Applications.

In The Last Decade

Jia Wu

53 papers receiving 1.9k 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.

Hyperparameter Optimization for Machine Learning Models Based on Bayesian Optimization

2019 1.0k citations Jia Wu, Hao Zhang et al. SHILAP Revista de lepidopterología profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Jia Wu China	16	472	465	302	280	227	58	2.0k
Saiedeh Razavi Canada	20	593 1.3×	788 1.7×	387 1.3×	477 1.7×	364 1.6×	76	2.8k
Huafeng Wu China	28	305 0.6×	262 0.6×	593 2.0×	119 0.4×	145 0.6×	150	2.5k
Douglas Creighton Australia	24	578 1.2×	378 0.8×	314 1.0×	100 0.4×	103 0.5×	97	2.5k
Lawrence A. Klein United States	12	286 0.6×	261 0.6×	219 0.7×	121 0.4×	145 0.6×	37	1.3k
Yonggang Wang China	27	165 0.3×	315 0.7×	428 1.4×	159 0.6×	408 1.8×	204	2.6k
Pan Lu United States	23	471 1.0×	198 0.4×	126 0.4×	234 0.8×	231 1.0×	119	2.1k
Xuebo Jin China	25	526 1.1×	388 0.8×	336 1.1×	95 0.3×	50 0.2×	76	2.1k
Hongjie Liu China	25	159 0.3×	214 0.5×	395 1.3×	163 0.6×	186 0.8×	209	2.3k
Jianlei Kong China	26	500 1.1×	300 0.6×	325 1.1×	90 0.3×	49 0.2×	90	2.3k

Countries citing papers authored by Jia Wu

Since Specialization

Citations

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

Fields of papers citing papers by Jia Wu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jia Wu

This figure shows the co-authorship network connecting the top 25 collaborators of Jia Wu. A scholar is included among the top collaborators of Jia Wu 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 Jia Wu. Jia Wu 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

Wu, Jia, et al.. (2025). Research on vertical strategy for left turn at signal-free T-shaped intersections based on multi-layer reinforcement learning methods. Green Energy and Intelligent Transportation. 4(5). 100261–100261. 1 indexed citations

Wu, Jia, et al.. (2025). Continuous–Discrete Alignment Optimization for efficient differentiable neural architecture search. Engineering Applications of Artificial Intelligence. 153. 110721–110721.

Fan, Jin, et al.. (2025). Path-aware multi-scale learning for heterogeneous graph neural network. Neural Networks. 191. 107743–107743. 1 indexed citations

Wu, Jia, et al.. (2024). Denoise method for Reflection Matrix Optical Coherence Tomography. Optics Communications. 569. 130746–130746.

Wu, Jia, et al.. (2024). Hol-Light: A Holistic framework for Efficient and Dynamic Traffic Signal Management. 3984–3988.

Wu, Jia, et al.. (2024). Contrastive meta-reinforcement learning for heterogeneous graph neural architecture search. Expert Systems with Applications. 260. 125433–125433. 3 indexed citations

Wu, Jia, et al.. (2023). CenLight: Centralized traffic grid signal optimization via action and state decomposition. IET Intelligent Transport Systems. 17(6). 1247–1261. 2 indexed citations

Liu, Xiyuan, et al.. (2023). Efficient hyperparameters optimization through model-based reinforcement learning with experience exploiting and meta-learning. Soft Computing. 27(13). 8661–8678. 8 indexed citations

Wu, Jia, et al.. (2023). How predictors affect the RL-based search strategy in Neural Architecture Search?. Expert Systems with Applications. 238. 121742–121742. 3 indexed citations

10.

Lin, Xixun, Chuan Zhou, Jia Wu, et al.. (2022). Exploratory Adversarial Attacks on Graph Neural Networks for Semi-Supervised Node Classification. Pattern Recognition. 133. 109042–109042. 43 indexed citations

11.

Wu, Jia, et al.. (2022). A Spatial-Temporal Deep Reinforcement Learning Model for Large-Scale Centralized Traffic Signal Control. 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC). 275–280. 3 indexed citations

12.

Wu, Jia, et al.. (2019). Hyperparameter Optimization for Machine Learning Models Based on Bayesian Optimization. SHILAP Revista de lepidopterología. 17(1). 26–40. 1049 indexed citations breakdown →

13.

Wu, Jia, et al.. (2019). Hierarchical Regional Control for Traffic Grid Signal Optimization. 3547–3552. 3 indexed citations

14.

Wu, Jia, Adam Elliston, Gwénaëlle Le Gall, et al.. (2018). Optimising conditions for bioethanol production from rice husk and rice straw: effects of pre-treatment on liquor composition and fermentation inhibitors. Biotechnology for Biofuels. 11(1). 62–62. 59 indexed citations

15.

Wu, Jia, Samuel R. A. Collins, Adam Elliston, et al.. (2018). Release of cell wall phenolic esters during hydrothermal pretreatment of rice husk and rice straw. Biotechnology for Biofuels. 11(1). 162–162. 31 indexed citations

16.

Wu, Jia, Fei Yan, & Jianxing Liu. (2018). Effectiveness Proving and Control of Platoon-Based Vehicular Cyber-Physical Systems. IEEE Access. 6. 21140–21151. 11 indexed citations

17.

Wu, Jia, Adam Elliston, Gwénaëlle Le Gall, et al.. (2017). Yeast diversity in relation to the production of fuels and chemicals. Scientific Reports. 7(1). 14259–14259. 15 indexed citations

18.

Abbas‐Turki, Abdeljalil, et al.. (2012). Using Robots for Prototyping Autonomous Intersection Management: Feasibility and Feedbacks. IFAC Proceedings Volumes. 45(4). 308–313. 4 indexed citations

19.

Wu, Jia. (2004). The Prime Middle Ideals of Normal Fuzzy Lattices. Mohu xitong yu shuxue. 1 indexed citations

20.

McDonald, M., Jia Wu, & Mark Brackstone. (2002). Development of a fuzzy logic based microscopic motorway simulation model. ePrints Soton (University of Southampton). 54 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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