Yifei Ding

3.6k total citations · 7 hit papers
41 papers, 2.6k citations indexed

About

Yifei Ding is a scholar working on Control and Systems Engineering, Mechanical Engineering and Radiological and Ultrasound Technology. According to data from OpenAlex, Yifei Ding has authored 41 papers receiving a total of 2.6k indexed citations (citations by other indexed papers that have themselves been cited), including 25 papers in Control and Systems Engineering, 18 papers in Mechanical Engineering and 10 papers in Radiological and Ultrasound Technology. Recurrent topics in Yifei Ding's work include Machine Fault Diagnosis Techniques (24 papers), Occupational Health and Safety Research (10 papers) and Time Series Analysis and Forecasting (6 papers). Yifei Ding is often cited by papers focused on Machine Fault Diagnosis Techniques (24 papers), Occupational Health and Safety Research (10 papers) and Time Series Analysis and Forecasting (6 papers). Yifei Ding collaborates with scholars based in China, Canada and United States. Yifei Ding's co-authors include Minping Jia, Yudong Cao, Peng Ding, Qiuhua Miao, Jichao Zhuang, Chin‐Chia Michael Yeh, Liudmila Ulanova, Xiaoli Zhao, Xiaoli Zhao and Abdullah Mueen and has published in prestigious journals such as Expert Systems with Applications, IEEE Transactions on Industrial Informatics and Mechanical Systems and Signal Processing.

In The Last Decade

Yifei Ding

39 papers receiving 2.6k citations

Hit Papers

5 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.

A novel time–frequency Transformer based on self–attention mechanism and its application in fault diagnosis of rolling bearings

2021 353 citations Yifei Ding, Minping Jia et al. Mechanical Systems and Signal Processing profile →
Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets

2016 350 citations Chin‐Chia Michael Yeh, Yan Zhu et al. profile →
A novel temporal convolutional network with residual self-attention mechanism for remaining useful life prediction of rolling bearings

2021 262 citations Yudong Cao, Yifei Ding et al. Reliability Engineering & System Safety profile →
Self-supervised pretraining via contrast learning for intelligent incipient fault detection of bearings

2021 183 citations Yifei Ding, Jichao Zhuang et al. Reliability Engineering & System Safety profile →
Intelligent Fault Diagnosis of Gearbox Under Variable Working Conditions With Adaptive Intraclass and Interclass Convolutional Neural Network

2022 167 citations Xiaoli Zhao, Peng Ding et al. profile →
Deep imbalanced domain adaptation for transfer learning fault diagnosis of bearings under multiple working conditions

2022 153 citations Yifei Ding, Minping Jia et al. Reliability Engineering & System Safety profile →
Transfer learning for remaining useful life prediction of multi-conditions bearings based on bidirectional-GRU network

2021 153 citations Yudong Cao, Minping Jia et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Yifei Ding China	22	1.6k	928	748	461	407	41	2.6k
Wentao Mao China	25	1.9k 1.2×	1.1k 1.2×	864 1.2×	521 1.1×	59 0.1×	117	3.0k
Anil Kumar China	32	2.1k 1.3×	1.6k 1.7×	378 0.5×	697 1.5×	96 0.2×	118	3.1k
Achmad Widodo Indonesia	20	2.2k 1.4×	1.2k 1.3×	390 0.5×	676 1.5×	96 0.2×	106	3.4k
Liang Chen China	21	1.5k 0.9×	788 0.8×	426 0.6×	437 0.9×	59 0.1×	130	2.3k
Mariela Cerrada Ecuador	26	2.6k 1.6×	1.7k 1.8×	531 0.7×	920 2.0×	79 0.2×	116	3.6k
Shuilong He China	28	2.3k 1.5×	1.3k 1.4×	641 0.9×	679 1.5×	58 0.1×	84	3.0k
Diego Cabrera Ecuador	27	2.7k 1.7×	1.8k 1.9×	497 0.7×	941 2.0×	80 0.2×	97	3.6k
Siyu Shao China	15	2.7k 1.7×	1.5k 1.6×	611 0.8×	861 1.9×	71 0.2×	27	3.6k
Haiyang Pan China	31	2.5k 1.6×	1.6k 1.7×	352 0.5×	847 1.8×	103 0.3×	101	3.1k

Countries citing papers authored by Yifei Ding

Since Specialization

Citations

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

Fields of papers citing papers by Yifei Ding

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Yifei Ding

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

Jiang, Xingxing, et al.. (2025). Log-Cumulative feature alignment for enhanced Prognosis of Aero-Engine remaining Useful life. Expert Systems with Applications. 277. 127277–127277. 2 indexed citations

Ding, Yifei, et al.. (2025). Robust Weakly Supervised Bearing Fault Diagnosis via Dual Learning and Curriculum Strategies. IEEE Transactions on Instrumentation and Measurement. 74. 1–10.

Ding, Yifei, Yudong Cao, Minping Jia, et al.. (2024). Deep temporal–spectral domain adaptation for bearing fault diagnosis. Knowledge-Based Systems. 299. 111999–111999. 11 indexed citations

Miao, Qiuhua, et al.. (2024). Impact of axial segregation characteristics on the particle collision energy in rotating drums. Minerals Engineering. 218. 109015–109015. 2 indexed citations

Cao, Yudong, Minping Jia, Yifei Ding, et al.. (2023). Complex domain extension network with multi-channels information fusion for remaining useful life prediction of rotating machinery. Mechanical Systems and Signal Processing. 192. 110190–110190. 32 indexed citations

Ding, Yifei, Minping Jia, Xiaoli Zhao, Xiaoan Yan, & Chi-Guhn Lee. (2023). Joint optimization of degradation assessment and remaining useful life prediction for bearings with temporal convolutional auto-encoder. ISA Transactions. 146. 451–462. 4 indexed citations

Ding, Yifei, Minping Jia, Yudong Cao, et al.. (2023). Unsupervised Fault Detection With Deep One-Class Classification and Manifold Distribution Alignment. IEEE Transactions on Industrial Informatics. 20(2). 1313–1323. 8 indexed citations

Zhuang, Jichao, Minping Jia, Yifei Ding, & Xiaoli Zhao. (2022). Health Assessment of Rotating Equipment With Unseen Conditions Using Adversarial Domain Generalization Toward Self-Supervised Regularization Learning. IEEE/ASME Transactions on Mechatronics. 27(6). 4675–4685. 39 indexed citations

Ding, Yifei, Minping Jia, Jichao Zhuang, et al.. (2022). Deep imbalanced domain adaptation for transfer learning fault diagnosis of bearings under multiple working conditions. Reliability Engineering & System Safety. 230. 108890–108890. 153 indexed citations breakdown →

10.

Ding, Yifei, Minping Jia, Yudong Cao, et al.. (2022). Domain generalization via adversarial out-domain augmentation for remaining useful life prediction of bearings under unseen conditions. Knowledge-Based Systems. 261. 110199–110199. 64 indexed citations

11.

Miao, Qiuhua, et al.. (2022). Particle mixing and segregation behaviors in the rotating drums with adjacent axial segmentations in different speed directions. Powder Technology. 405. 117534–117534. 13 indexed citations

12.

Ding, Yifei & Minping Jia. (2022). Convolutional Transformer: An Enhanced Attention Mechanism Architecture for Remaining Useful Life Estimation of Bearings. IEEE Transactions on Instrumentation and Measurement. 71. 1–10. 84 indexed citations

13.

Ding, Yifei & Minping Jia. (2021). A Convolutional Transformer Architecture for Remaining Useful Life Estimation. 15 indexed citations

14.

Cao, Yudong, et al.. (2021). A novel temporal convolutional network with residual self-attention mechanism for remaining useful life prediction of rolling bearings. Reliability Engineering & System Safety. 215. 107813–107813. 262 indexed citations breakdown →

15.

Zhuang, Jichao, Minping Jia, Yifei Ding, & Peng Ding. (2021). Remaining Useful Life Estimation Under Variable Failure Behaviors via Transferable Metric Learning. 13. 1–6. 2 indexed citations

16.

Ding, Yifei, Minping Jia, Qiuhua Miao, & Yudong Cao. (2021). A novel time–frequency Transformer based on self–attention mechanism and its application in fault diagnosis of rolling bearings. Mechanical Systems and Signal Processing. 168. 108616–108616. 353 indexed citations breakdown →

17.

Huang, Peng, et al.. (2020). Soft measurement of ball mill load based on multi-classifier ensemble modelling and multi-sensor fusion with improved evidence combination. Measurement Science and Technology. 32(1). 15105–15105. 7 indexed citations

18.

Huang, Peng, et al.. (2020). An improved contact detection algorithm for bonded particles based on multi-level grid and bounding box in DEM simulation. Powder Technology. 374. 577–596. 13 indexed citations

19.

Yeh, Chin‐Chia Michael, Yifei Ding, Wei Ding, et al.. (2018). Domain agnostic online semantic segmentation for multi-dimensional time series. Data Mining and Knowledge Discovery. 33(1). 96–130. 36 indexed citations

20.

Yeh, Chin‐Chia Michael, Yan Zhu, Liudmila Ulanova, et al.. (2016). Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets. 1317–1322. 350 indexed citations breakdown →

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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