Mengdi Li

551 total citations · 1 hit paper
19 papers, 415 citations indexed

About

Mengdi Li is a scholar working on Statistical and Nonlinear Physics, Statistics, Probability and Uncertainty and Molecular Biology. According to data from OpenAlex, Mengdi Li has authored 19 papers receiving a total of 415 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Statistical and Nonlinear Physics, 8 papers in Statistics, Probability and Uncertainty and 6 papers in Molecular Biology. Recurrent topics in Mengdi Li's work include stochastic dynamics and bifurcation (11 papers), Probabilistic and Robust Engineering Design (8 papers) and Diffusion and Search Dynamics (5 papers). Mengdi Li is often cited by papers focused on stochastic dynamics and bifurcation (11 papers), Probabilistic and Robust Engineering Design (8 papers) and Diffusion and Search Dynamics (5 papers). Mengdi Li collaborates with scholars based in China, United Kingdom and Italy. Mengdi Li's co-authors include Peiming Shi, Wenyue Zhang, Dongying Han, Jinghui Tian, Danrong Li, Li Li, Wei Zhang, Lijun Shi, Yong Tang and Feibin Zhang and has published in prestigious journals such as IEEE Access, Knowledge-Based Systems and Information Fusion.

In The Last Decade

Mengdi Li

17 papers receiving 404 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.

A multi-source information transfer learning method with subdomain adaptation for cross-domain fault diagnosis

2022 139 citations Jinghui Tian, Mengdi Li et al. Knowledge-Based Systems profile →

Peers

Mengdi Li

CSE

SNP

SPU

Weizheng Chen China

Lu Bai China

Hongjun Xiang China

Nick Dexter Canada

Brodie Lawson Australia

Roozbeh Dehghannasiri United States

Noriyuki Hori Japan

Michael Park United States

Jiawei Zhuang China

Bo Ni China

Weizheng Chen China

Mengdi Li

43 ×0.3

CSE

20 ×0.1

SNP

12 ×0.1

SPU

38 ×0.5

55 ×0.8

Citations per year, relative to Mengdi Li Mengdi Li (= 1×) peers Weizheng Chen

Countries citing papers authored by Mengdi Li

Since Specialization

Citations

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

Fields of papers citing papers by Mengdi Li

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Mengdi Li

This figure shows the co-authorship network connecting the top 25 collaborators of Mengdi Li. A scholar is included among the top collaborators of Mengdi Li 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 Mengdi Li. Mengdi Li is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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19 of 19 papers shown

Li, Mengdi, Jinfeng Huang, Feibin Zhang, et al.. (2025). MSIF-Convformer: a novel end-to-end fault diagnosis framework with multi-source sensors under strong noise. Information Fusion. 129. 104000–104000. 1 indexed citations

Li, Mengdi, Peiming Shi, Jinfeng Huang, Feibin Zhang, & Fulei Chu. (2025). Weak signal detection based on high dimensional space coupled piecewise bistable stochastic resonance. Measurement Science and Technology. 36(6). 66141–66141. 3 indexed citations

Tian, Feng, et al.. (2024). Defense Against Membership Inference Attacks on Imbalanced Dataset Using Generated Data. 154–159.

Li, Mengdi, Jinfeng Huang, Peiming Shi, et al.. (2024). A secondary optimization strategy in stochastic resonance modelling for the detection of unknown bearing faults. Chaos Solitons & Fractals. 189. 115576–115576. 6 indexed citations

Zhang, Wenyue, Peiming Shi, Mengdi Li, et al.. (2023). A novel adaptive weak fault diagnosis method based on modulation periodic stochastic pooling networks. Chaos Solitons & Fractals. 173. 113588–113588. 8 indexed citations

Shi, Peiming, et al.. (2023). Nonlinear dynamics analysis of enhancing energy harvesting from intense vibration based on improved asymmetric bistable stochastic resonance model. Chinese Journal of Physics. 90. 223–236. 2 indexed citations

Shi, Peiming, et al.. (2023). Characteristic frequency detection of steady-state visual evoked potentials based on filter bank second-order underdamped tristable stochastic resonance. Biomedical Signal Processing and Control. 84. 104817–104817. 10 indexed citations

Shi, Peiming, Mengdi Li, Wenyue Zhang, & Dongying Han. (2022). Weak signal enhancement for machinery fault diagnosis based on a novel adaptive multi-parameter unsaturated stochastic resonance. Applied Acoustics. 189. 108609–108609. 36 indexed citations

Li, Mengdi, Peiming Shi, Wenyue Zhang, & Dongying Han. (2022). Stochastic resonance in a high-dimensional space coupled bistable system and its application. Applied Mathematical Modelling. 113. 160–174. 28 indexed citations

10.

Li, Mengdi, et al.. (2022). Simulation study of a novel vertical GaN-based FS-IGBT. Semiconductor Science and Technology. 37(9). 95019–95019.

11.

Tian, Jinghui, et al.. (2022). A multi-source information transfer learning method with subdomain adaptation for cross-domain fault diagnosis. Knowledge-Based Systems. 243. 108466–108466. 139 indexed citations breakdown →

12.

Shi, Peiming, Yuchang Wang, Wenyue Zhang, Mengdi Li, & Tao Song. (2022). Noise-induced synchronization stochastic resonance in Hodgkin–Huxley neurons. Modern Physics Letters B. 36(23). 3 indexed citations

13.

Li, Mengdi, et al.. (2021). Non-line-of-sight transparent object detection and reconstruction based on passive single-pixel imaging. Laser Physics Letters. 18(2). 25204–25204. 3 indexed citations

14.

Zhang, Wenyue, Peiming Shi, Mengdi Li, & Dongying Han. (2021). A novel stochastic resonance model based on bistable stochastic pooling network and its application. Chaos Solitons & Fractals. 145. 110800–110800. 36 indexed citations

15.

Li, Mengdi, Peiming Shi, Wenyue Zhang, & Dongying Han. (2021). A novel underdamped continuous unsaturation bistable stochastic resonance method and its application. Chaos Solitons & Fractals. 151. 111228–111228. 19 indexed citations

16.

Li, Mengdi, Peiming Shi, Wenyue Zhang, & Dongying Han. (2020). Study on the optimal stochastic resonance of different bistable potential models based on output saturation characteristic and application. Chaos Solitons & Fractals. 139. 110098–110098. 20 indexed citations

17.

Zhang, Wenyue, et al.. (2019). Signal Detection Based on Second-Order Underdamped Tristable Stochastic Resonance and Its Application to Weak Fault Diagnosis. IEEE Access. 7. 173753–173765. 11 indexed citations

18.

Shi, Peiming, Wenyue Zhang, Dongying Han, & Mengdi Li. (2019). Stochastic resonance in a high-order time-delayed feedback tristable dynamic system and its application. Chaos Solitons & Fractals. 128. 155–166. 32 indexed citations

19.

Tang, Yong, Mengdi Li, Lijun Shi, et al.. (2015). CCL18 from tumor‐cells promotes epithelial ovarian cancer metastasis via mTOR signaling pathway. Molecular Carcinogenesis. 55(11). 1688–1699. 58 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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