Changwu Huang

1.2k total citations · 2 hit papers
28 papers, 694 citations indexed

About

Changwu Huang is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Mechanics of Materials. According to data from OpenAlex, Changwu Huang has authored 28 papers receiving a total of 694 indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Artificial Intelligence, 9 papers in Computational Theory and Mathematics and 6 papers in Mechanics of Materials. Recurrent topics in Changwu Huang's work include Advanced Multi-Objective Optimization Algorithms (9 papers), Metaheuristic Optimization Algorithms Research (9 papers) and Evolutionary Algorithms and Applications (5 papers). Changwu Huang is often cited by papers focused on Advanced Multi-Objective Optimization Algorithms (9 papers), Metaheuristic Optimization Algorithms Research (9 papers) and Evolutionary Algorithms and Applications (5 papers). Changwu Huang collaborates with scholars based in China, France and Morocco. Changwu Huang's co-authors include Xin Yao, Yuanxiang Li, Bifei Mao, Zeqi Zhang, Abdelkhalak El Hami, Bouchaïb Radi, Leandro L. Minku, Bo Yuan, Yuanxiang Li and Younès Aoues and has published in prestigious journals such as Angewandte Chemie International Edition, SHILAP Revista de lepidopterología and Frontiers in Immunology.

In The Last Decade

Changwu Huang

26 papers receiving 662 citations

Hit Papers

A Survey of Automatic Parameter Tuning Methods for Metahe... 2019 2026 2021 2023 2019 2022 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. A Survey of Automatic Parameter Tuning Methods for Metaheuristics
    2019 236 citations Changwu Huang, Xin Yao et al. profile →
  2. An Overview of Artificial Intelligence Ethics
    2022 170 citations Changwu Huang, Zeqi Zhang et al. IEEE Transactions on Artificial Intelligence profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Changwu Huang China 11 296 190 84 64 59 28 694
Diederik M. Roijers Netherlands 14 351 1.2× 165 0.9× 39 0.5× 22 0.3× 113 1.9× 57 831
Miguel Angel Medina‐Pérez Mexico 17 405 1.4× 39 0.2× 20 0.2× 92 1.4× 39 0.7× 52 872
Gary Stump United States 14 76 0.3× 108 0.6× 140 1.7× 7 0.1× 103 1.7× 38 679
Ecir Uğur Küçüksille Türkiye 11 284 1.0× 92 0.5× 23 0.3× 4 0.1× 49 0.8× 58 645
Changbing Tang China 19 184 0.6× 40 0.2× 22 0.3× 26 0.4× 63 1.1× 91 1.0k
Jingjing Li China 13 507 1.7× 281 1.5× 57 0.7× 6 0.1× 124 2.1× 54 1.1k
Sebastian Sardiña Australia 17 729 2.5× 180 0.9× 66 0.8× 10 0.2× 22 0.4× 84 975
Heder S. Bernardino Brazil 14 388 1.3× 311 1.6× 30 0.4× 3 0.0× 32 0.5× 96 731
Elias B. Khalil Canada 12 294 1.0× 50 0.3× 119 1.4× 5 0.1× 81 1.4× 27 892
Masoud Mohammadian Australia 11 293 1.0× 119 0.6× 37 0.4× 4 0.1× 78 1.3× 79 621

Countries citing papers authored by Changwu Huang

Since Specialization
Citations

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

Fields of papers citing papers by Changwu Huang

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Changwu Huang

This figure shows the co-authorship network connecting the top 25 collaborators of Changwu Huang. A scholar is included among the top collaborators of Changwu Huang 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 Changwu Huang. Changwu Huang 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.
Qi, Shaolong, Tyler Yin, Lingfei Hu, et al.. (2025). Iron‐Catalyzed Reductive Allylic C─H Amination of Olefin with Nitroarenes via Intermolecular Nitroso Ene Reaction. Angewandte Chemie. 137(25). 1 indexed citations
2.
Qi, Shaolong, Tyler Yin, Lingfei Hu, et al.. (2025). Iron‐Catalyzed Reductive Allylic C─H Amination of Olefin with Nitroarenes via Intermolecular Nitroso Ene Reaction. Angewandte Chemie International Edition. 64(25). e202504750–e202504750. 1 indexed citations
3.
4.
Wang, Ziming, Changwu Huang, & Xin Yao. (2024). A Roadmap of Explainable Artificial Intelligence: Explain to Whom, When, What and How?. ACM Transactions on Autonomous and Adaptive Systems. 19(4). 1–40. 4 indexed citations
5.
6.
Wang, Ziming, Changwu Huang, & Xin Yao. (2023). Feature Attribution Explanation to Detect Harmful Dataset Shift. 1–8. 2 indexed citations
7.
Aoues, Younès, et al.. (2023). Estimation of probability distribution of long-term fatigue damage on wind turbine tower using residual neural network. Mechanical Systems and Signal Processing. 190. 110101–110101. 19 indexed citations
8.
Huang, Changwu, Zeqi Zhang, Bifei Mao, & Xin Yao. (2022). An Overview of Artificial Intelligence Ethics. IEEE Transactions on Artificial Intelligence. 4(4). 799–819. 170 indexed citations breakdown →
9.
Huang, Changwu, Zeqi Zhang, Bifei Mao, & Xin Yao. (2022). Preventing Undesirable Behaviors of Neural Networks via Evolutionary Constrained Learning. 2022 International Joint Conference on Neural Networks (IJCNN). 32. 1–7.
10.
Huang, Changwu, et al.. (2022). Online algorithm configuration for differential evolution algorithm. Applied Intelligence. 52(8). 9193–9211. 6 indexed citations
11.
Hou, Haifeng, Huan Yang, Pengcheng Liu, et al.. (2021). Profile of Immunoglobulin G N-Glycome in COVID-19 Patients: A Case-Control Study. Frontiers in Immunology. 12. 748566–748566. 29 indexed citations
12.
13.
Huang, Changwu, et al.. (2019). Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive Problems. 1996–2003. 16 indexed citations
14.
Huang, Changwu, Yuanxiang Li, & Xin Yao. (2019). Adaptive-SAHiD Algorithm for Capacitated Arc Routing Problems. 12. 1668–1675.
15.
Huang, Changwu, Bo Yuan, Yuanxiang Li, & Xin Yao. (2019). Automatic Parameter Tuning using Bayesian Optimization Method. 2090–2097. 18 indexed citations
16.
Huang, Changwu, Abdelkhalak El Hami, & Bouchaïb Radi. (2017). Overview of Structural Reliability Analysis Methods — Part II : Sampling Methods. SHILAP Revista de lepidopterología. 17(1). 14 indexed citations
17.
Huang, Changwu, Abdelkhalak El Hami, & Bouchaïb Radi. (2017). Overview of Structural Reliability Analysis Methods — Part I : Local Reliability Methods. SHILAP Revista de lepidopterología. 17(1). 15 indexed citations
18.
Huang, Changwu, Bouchaïb Radi, & Abdelkhalak El Hami. (2016). Uncertainty analysis of deep drawing using surrogate model based probabilistic method. The International Journal of Advanced Manufacturing Technology. 86(9-12). 3229–3240. 35 indexed citations
19.
Huang, Changwu, et al.. (2012). Research on Fatigue Properties of Grade B Steel Casted by the Resin Sand Process. Applied Mechanics and Materials. 189. 218–224. 1 indexed citations
20.
Huang, Changwu, et al.. (2012). Research on Fretting Fatigue Life of Interference Fit and its Influencing Factors. Applied Mechanics and Materials. 251. 293–300. 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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