Jingsong Xie

1.8k total citations · 1 hit paper
74 papers, 1.2k citations indexed

About

Jingsong Xie is a scholar working on Control and Systems Engineering, Mechanical Engineering and Mechanics of Materials. According to data from OpenAlex, Jingsong Xie has authored 74 papers receiving a total of 1.2k indexed citations (citations by other indexed papers that have themselves been cited), including 44 papers in Control and Systems Engineering, 43 papers in Mechanical Engineering and 27 papers in Mechanics of Materials. Recurrent topics in Jingsong Xie's work include Machine Fault Diagnosis Techniques (37 papers), Gear and Bearing Dynamics Analysis (24 papers) and Structural Health Monitoring Techniques (16 papers). Jingsong Xie is often cited by papers focused on Machine Fault Diagnosis Techniques (37 papers), Gear and Bearing Dynamics Analysis (24 papers) and Structural Health Monitoring Techniques (16 papers). Jingsong Xie collaborates with scholars based in China, Singapore and Australia. Jingsong Xie's co-authors include Jinglong Chen, Tongyang Pan, Tianci Zhang, J. N. Yang, Zitong Zhou, Yong Feng, Jie Liu, Tiantian Wang, Haixin Lv and Yanyang Zi and has published in prestigious journals such as Scientific Reports, Expert Systems with Applications and IEEE Access.

In The Last Decade

Jingsong Xie

68 papers receiving 1.2k 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.

Meta-learning as a promising approach for few-shot cross-domain fault diagnosis: Algorithms, applications, and prospects

2021 186 citations Jinglong Chen, Jingsong Xie et al. Knowledge-Based Systems profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Jingsong Xie China	16	702	438	264	250	197	74	1.2k
Beibei Sun China	22	721 1.0×	658 1.5×	285 1.1×	136 0.5×	127 0.6×	77	1.4k
Quan Jiang China	25	987 1.4×	581 1.3×	226 0.9×	469 1.9×	201 1.0×	143	1.7k
Miao He United States	13	576 0.8×	423 1.0×	196 0.7×	146 0.6×	86 0.4×	22	964
Hai Li China	22	764 1.1×	708 1.6×	304 1.2×	236 0.9×	117 0.6×	100	1.7k
Guy Clerc France	20	1.1k 1.6×	509 1.2×	256 1.0×	545 2.2×	103 0.5×	71	1.6k
Xiaolei Yu China	9	602 0.9×	289 0.7×	139 0.5×	139 0.6×	234 1.2×	19	863
Zhiwen Liu China	18	610 0.9×	461 1.1×	164 0.6×	115 0.5×	47 0.2×	45	965
Farrukh Kamran United States	12	1.3k 1.8×	742 1.7×	240 0.9×	621 2.5×	104 0.5×	27	1.6k
Zygfryd Głowacz Poland	11	530 0.8×	405 0.9×	253 1.0×	157 0.6×	48 0.2×	14	850
Shijing Wu China	14	396 0.6×	332 0.8×	125 0.5×	110 0.4×	47 0.2×	62	854

Countries citing papers authored by Jingsong Xie

Since Specialization

Citations

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

Fields of papers citing papers by Jingsong Xie

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jingsong Xie

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

Xie, Jingsong, et al.. (2025). Unseen rail damage diagnosis framework using mechanism-embedded generative network. Measurement Science and Technology. 36(3). 36126–36126. 4 indexed citations

Wang, Tiantian, et al.. (2025). A Source Domain Adaptive Method for Transfer-Learning-Based Fault Diagnosis of Train Bogie Bearings at Higher Speeds. IEEE Transactions on Instrumentation and Measurement. 74. 1–11. 2 indexed citations

Xie, Jingsong, et al.. (2025). A pruning-aware dynamic slimmable network using meta-gradients for high-speed train bogie bearing fault diagnosis. ISA Transactions. 160. 196–204. 3 indexed citations

Wang, Tiantian, et al.. (2025). Selective knowledge distillation-based domain adaptation framework towards edge computing fault Diagnosis for high-speed train bogie. Green Energy and Intelligent Transportation. 5(4). 100373–100373.

Wang, Tiantian, et al.. (2025). Mechanism-constrained decomposition diffusion network for compound bearing fault diagnosis in rotating machinery. Measurement Science and Technology. 36(6). 66133–66133. 1 indexed citations

Chen, Jinglong, et al.. (2025). TFD-former: Time-frequency domain fusion decoders for effective and robust fault diagnosis under time-varying speeds. Knowledge-Based Systems. 316. 113410–113410. 2 indexed citations

Li, Yuyan, et al.. (2025). A temporal cross-contrastive self-supervised learning framework for high-speed train bearing fault diagnosis: addressing limited labeling and speed variability. Engineering Applications of Artificial Intelligence. 158. 111537–111537. 1 indexed citations

Xie, Jingsong, et al.. (2025). Dynamically Constrained Digital Twin-Based Mechanical Diagnosis Framework Under Undetermined States Without Fault Data. IEEE Transactions on Instrumentation and Measurement. 74. 1–15. 2 indexed citations

Wang, Tiantian, et al.. (2025). Crack detection based on GMM-Wasserstein distance under variable temperature environment. Engineering Research Express. 7(1). 15532–15532.

10.

Yang, J. N., Zhiqiang Gan, Tiantian Wang, et al.. (2024). Multi-source dynamic adaptive domain generalization network for crack detection under unknown temperature environment. Measurement. 240. 115588–115588. 1 indexed citations

11.

Wang, Tiantian, Zhikang Zhang, Zhiguo Li, et al.. (2024). Fatigue test and service performance evaluation of high-speed train hanging equipment bolts. Structures. 62. 106202–106202. 2 indexed citations

12.

Pan, Tongyang, et al.. (2024). A global and joint knowledge distillation method with gradient-modulated dynamic parameter adaption for EMU bogie bearing fault diagnosis. Measurement. 235. 114927–114927. 10 indexed citations

13.

Yang, J. N., et al.. (2024). An oversampling method based on Gaussian Mixture Model for multi-bolt looseness monitoring using Lamb waves`. Journal of Vibration and Control. 31(13-14). 2701–2715. 2 indexed citations

14.

Xie, Jingsong, et al.. (2024). A Deep Transfer Learning-Based Open Scenario Diagnostic Framework for Rail Damage Using Ultrasound Guided Waves. IEEE Transactions on Instrumentation and Measurement. 73. 1–17. 7 indexed citations

15.

Xie, Jingsong, et al.. (2024). DiffPhysiNet: A Bearing Diagnostic Framework Based on Physics-Driven Diffusion Network for Unseen Working Conditions. PHM Society European Conference. 8(1). 10–10. 2 indexed citations

16.

Liu, Jie, et al.. (2023). A Feature Fusion-Based Method for Remaining Useful Life Prediction of Rolling Bearings. IEEE Transactions on Instrumentation and Measurement. 72. 1–12. 15 indexed citations

17.

Xie, Jingsong, et al.. (2023). A novel bearing fault diagnosis method under small samples using time-frequency multi-scale convolution layer and hybrid attention mechanism module. Measurement Science and Technology. 34(9). 95121–95121. 7 indexed citations

18.

Yang, J. N., et al.. (2023). An Improved Impact Damage Monitoring Method for High-Speed Trains Using Lamb Waves and Multi-Task Learning. Applied Sciences. 13(18). 10235–10235. 3 indexed citations

19.

Xie, Jingsong, et al.. (2023). A diagnostic framework with a novel simulation data augmentation method for rail damages based on transfer learning. Structural Health Monitoring. 22(5). 3437–3450. 11 indexed citations

20.

Peng, Yizhen, Yu Wang, Jingsong Xie, & Yanyang Zi. (2020). Adaptive stochastic-filter-based failure prediction model for complex repairable systems under uncertainty conditions. Reliability Engineering & System Safety. 204. 107190–107190. 2 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.

Explore authors with similar magnitude of impact