Changhe Zhang

575 total citations · 2 hit papers
24 papers, 414 citations indexed

About

Changhe Zhang is a scholar working on Biomedical Engineering, Control and Systems Engineering and Biomaterials. According to data from OpenAlex, Changhe Zhang has authored 24 papers receiving a total of 414 indexed citations (citations by other indexed papers that have themselves been cited), including 8 papers in Biomedical Engineering, 7 papers in Control and Systems Engineering and 4 papers in Biomaterials. Recurrent topics in Changhe Zhang's work include Muscle activation and electromyography studies (6 papers), Machine Fault Diagnosis Techniques (6 papers) and Gait Recognition and Analysis (4 papers). Changhe Zhang is often cited by papers focused on Muscle activation and electromyography studies (6 papers), Machine Fault Diagnosis Techniques (6 papers) and Gait Recognition and Analysis (4 papers). Changhe Zhang collaborates with scholars based in China, Australia and United Kingdom. Changhe Zhang's co-authors include Jie Liu, Xingxing Jiang, Chao Deng, Kaibo Zhou, Li Kong, Jie Liu, Qi Xu, Taotao Zhou, Xiaolin Huang and Ming‐Feng Ge and has published in prestigious journals such as ACS Applied Materials & Interfaces, Expert Systems with Applications and Mechanical Systems and Signal Processing.

In The Last Decade

Changhe Zhang

19 papers receiving 403 citations

Hit Papers

Imbalanced fault diagnosis of rolling bearing using impro... 2021 2026 2022 2024 2021 2023 50 100 150
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. Imbalanced fault diagnosis of rolling bearing using improved MsR-GAN and feature enhancement-driven CapsNet
    2021 157 citations Jie Liu, Changhe Zhang et al. Mechanical Systems and Signal Processing profile →
  2. An improved GNN using dynamic graph embedding mechanism: A novel end-to-end framework for rolling bearing fault diagnosis under variable working conditions
    2023 80 citations Changhe Zhang, Chao Deng et al. Mechanical Systems and Signal Processing profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Changhe Zhang China 10 247 140 79 76 45 24 414
Xinyi Yang China 11 240 1.0× 124 0.9× 126 1.6× 84 1.1× 14 0.3× 33 412
Yaowei Shi China 12 369 1.5× 181 1.3× 121 1.5× 112 1.5× 17 0.4× 28 469
Xinxin He China 5 320 1.3× 207 1.5× 56 0.7× 84 1.1× 10 0.2× 8 517
Huanjie Wang China 9 83 0.3× 93 0.7× 84 1.1× 46 0.6× 12 0.3× 20 316
Han Cheng China 9 403 1.6× 262 1.9× 93 1.2× 89 1.2× 14 0.3× 21 593
Anqi Wang China 10 130 0.5× 60 0.4× 36 0.5× 35 0.5× 30 0.7× 52 380
Gang Mao China 10 230 0.9× 147 1.1× 53 0.7× 74 1.0× 7 0.2× 22 344
Yadong Zhang China 10 91 0.4× 34 0.2× 54 0.7× 25 0.3× 33 0.7× 32 266

Countries citing papers authored by Changhe Zhang

Since Specialization
Citations

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

Fields of papers citing papers by Changhe Zhang

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Changhe Zhang

This figure shows the co-authorship network connecting the top 25 collaborators of Changhe Zhang. A scholar is included among the top collaborators of Changhe Zhang 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 Changhe Zhang. Changhe Zhang 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.
Zhang, Changhe, et al.. (2025). Temporal-constrained parallel graph neural networks for recognizing motion patterns and gait phases in class-imbalanced scenarios. Engineering Applications of Artificial Intelligence. 143. 110106–110106. 2 indexed citations
2.
Zhang, Changhe, Samuel A. Smith, Daniel Yuen, et al.. (2025). Gene Delivery with Dual pH- and GSH-Responsive Lipoamide Polymers from Controlled Polymerization of Protected Lipoic Acid. ACS Applied Materials & Interfaces. 17(23). 33756–33769. 1 indexed citations
3.
4.
Zhang, Changhe, et al.. (2024). Exploration of deep learning-driven multimodal information fusion frameworks and their application in lower limb motion recognition. Biomedical Signal Processing and Control. 96. 106551–106551. 4 indexed citations
5.
Zhang, Changhe, et al.. (2024). Dynamic graph topology generating mechanism: Framework for feature-level multimodal information fusion applied to lower-limb activity recognition. Engineering Applications of Artificial Intelligence. 137. 109172–109172. 2 indexed citations
6.
Zhang, Changhe, et al.. (2024). Decoding of lower limb continuous movement intention from multi-channel sEMG and design of adaptive exoskeleton controller. Biomedical Signal Processing and Control. 94. 106245–106245. 5 indexed citations
7.
8.
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Wang, Yufu, et al.. (2024). Dual-responsive nanoparticles constructed using light- and redox-responsive linkages. Polymer Chemistry. 15(36). 3691–3700.
10.
Zhang, Changhe, et al.. (2023). An end-to-end lower limb activity recognition framework based on sEMG data augmentation and enhanced CapsNet. Expert Systems with Applications. 227. 120257–120257. 14 indexed citations
11.
Zhang, Changhe, et al.. (2023). Interpretable Dual-branch EMGNet: A transfer learning-based network for inter-subject lower limb motion intention recognition. Engineering Applications of Artificial Intelligence. 130. 107761–107761. 10 indexed citations
12.
Zhang, Changhe, et al.. (2023). An improved GNN using dynamic graph embedding mechanism: A novel end-to-end framework for rolling bearing fault diagnosis under variable working conditions. Mechanical Systems and Signal Processing. 200. 110534–110534. 80 indexed citations breakdown →
13.
Zhang, Changhe, et al.. (2023). SKND-TSACNN: A novel time-scale adaptive CNN framework for fault diagnosis of rotating machinery. Knowledge-Based Systems. 275. 110682–110682. 18 indexed citations
14.
Wang, Peng, et al.. (2023). Effect of different MIT rainfall event division methods on volume capture ratio of annual rainfall based on bioretention assessment. Water Science & Technology. 87(6). 1423–1437. 2 indexed citations
15.
Zhou, Taotao, et al.. (2021). Fault Diagnosis Approach for Rotating Machinery Based on Feature Importance Ranking and Selection. Shock and Vibration. 2021(1). 16 indexed citations
16.
Wang, Jianlong, et al.. (2021). Comparison between different infiltration models to describe the infiltration of permeable brick pavement system via a laboratory-scale experiment. Water Science & Technology. 84(9). 2214–2227. 9 indexed citations
17.
Liu, Jie, Changhe Zhang, & Xingxing Jiang. (2021). Imbalanced fault diagnosis of rolling bearing using improved MsR-GAN and feature enhancement-driven CapsNet. Mechanical Systems and Signal Processing. 168. 108664–108664. 157 indexed citations breakdown →
18.
Zhang, Changhe, et al.. (2020). Fault diagnosis of key components in the rotating machinery based on Fourier transform multi-filter decomposition and optimized LightGBM. Measurement Science and Technology. 32(1). 15004–15004. 25 indexed citations
19.
Zhang, Changhe, et al.. (2020). Colon Polyp Detection and Segmentation Based on Improved MRCNN. IEEE Transactions on Instrumentation and Measurement. 70. 1–10. 28 indexed citations
20.
Zhou, Kaibo, et al.. (2020). Data-driven prediction and analysis method for nanoparticle transport behavior in porous media. Measurement. 172. 108869–108869. 21 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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