Yipeng Liu

4.1k total citations
171 papers, 2.6k citations indexed

About

Yipeng Liu is a scholar working on Computer Vision and Pattern Recognition, Computational Mechanics and Signal Processing. According to data from OpenAlex, Yipeng Liu has authored 171 papers receiving a total of 2.6k indexed citations (citations by other indexed papers that have themselves been cited), including 56 papers in Computer Vision and Pattern Recognition, 47 papers in Computational Mechanics and 30 papers in Signal Processing. Recurrent topics in Yipeng Liu's work include Sparse and Compressive Sensing Techniques (40 papers), Tensor decomposition and applications (24 papers) and Blind Source Separation Techniques (13 papers). Yipeng Liu is often cited by papers focused on Sparse and Compressive Sensing Techniques (40 papers), Tensor decomposition and applications (24 papers) and Blind Source Separation Techniques (13 papers). Yipeng Liu collaborates with scholars based in China, United States and Belgium. Yipeng Liu's co-authors include Ce Zhu, Zhen Long, Longxi Chen, Liaqat Ali, Mingyi Zhou, Fei Wen, Peilin Liu, Yi Shen, Jing Jin and Xinyu Lin and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and IEEE Transactions on Pattern Analysis and Machine Intelligence.

In The Last Decade

Yipeng Liu

153 papers receiving 2.6k citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Yipeng Liu China 28 854 643 398 368 329 171 2.6k
Seungjin Choi South Korea 29 1.0k 1.2× 261 0.4× 139 0.3× 704 1.9× 987 3.0× 131 2.8k
Jie Wen China 38 3.4k 3.9× 383 0.6× 128 0.3× 2.0k 5.5× 742 2.3× 200 5.1k
Dan Schonfeld United States 26 1.8k 2.1× 149 0.2× 92 0.2× 647 1.8× 376 1.1× 207 2.7k
Ce Zhu China 46 5.2k 6.1× 785 1.2× 406 1.0× 1.3k 3.4× 2.2k 6.7× 328 7.2k
Pan Zhou China 18 1.1k 1.3× 326 0.5× 271 0.7× 599 1.6× 115 0.3× 62 2.2k
Lin Wu China 31 2.3k 2.7× 158 0.2× 27 0.1× 944 2.6× 284 0.9× 137 3.6k
Zhihui Lai China 35 2.4k 2.9× 788 1.2× 102 0.3× 942 2.6× 385 1.2× 130 3.4k
Wen Li China 29 2.0k 2.3× 144 0.2× 92 0.2× 1.7k 4.5× 314 1.0× 138 3.2k
Sanjiv Kumar United States 30 3.8k 4.5× 341 0.5× 64 0.2× 1.4k 3.9× 356 1.1× 120 5.0k
Irene Yu‐Hua Gu Sweden 39 2.3k 2.7× 252 0.4× 38 0.1× 780 2.1× 243 0.7× 189 6.4k

Countries citing papers authored by Yipeng Liu

Since Specialization
Citations

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

Fields of papers citing papers by Yipeng Liu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Yipeng Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Yipeng Liu. A scholar is included among the top collaborators of Yipeng Liu 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 Yipeng Liu. Yipeng Liu 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.
Wang, Li, et al.. (2025). Cdk5 Contributes to Diabetic Islet β Cell and Kidney Injury by Impairing Autophagy. The FASEB Journal. 39(20). e71134–e71134. 1 indexed citations
2.
Liu, Yaosheng, Ang Li, Yipeng Liu, Zhendong Leng, & Yongli Xie. (2025). A theory-data-integrated intelligent framework for prediction of blasting-induced rock fragment size. Powder Technology. 453. 120638–120638.
3.
4.
Yuan, Shuangjie, et al.. (2025). Self-Supervised Monocular Depth Estimation With Depth–Motion Prior for Pseudo-LiDAR. IEEE Transactions on Instrumentation and Measurement. 74. 1–15.
5.
6.
Liu, Yipeng, et al.. (2024). Adaptively Topological Tensor Network for Multi-View Subspace Clustering. IEEE Transactions on Knowledge and Data Engineering. 36(11). 5562–5575. 15 indexed citations
7.
Li, Bo, et al.. (2024). Equivalent Continuum Modeling for Flexible Slender Quadrilateral Truss Structure. Machines. 12(2). 111–111. 1 indexed citations
8.
Wang, Zhongrong, et al.. (2024). Epilepsy Detection with Personal Identification Based on Regularized O-minus Decomposition. 1–5. 1 indexed citations
9.
Liu, Yipeng, et al.. (2024). CS2DIPs: Unsupervised HSI Super-Resolution Using Coupled Spatial and Spectral DIPs. IEEE Transactions on Image Processing. 33. 3090–3101. 6 indexed citations
10.
Liu, Yipeng, et al.. (2024). Tensor Completion for Alzheimer's Disease Prediction From Diffusion Tensor Imaging. IEEE Transactions on Biomedical Engineering. 71(7). 2211–2223. 4 indexed citations
11.
Lin, Xinyu, Yingjie Zhou, Yipeng Liu, & Ce Zhu. (2024). A Comprehensive Review of Image Line Segment Detection and Description: Taxonomies, Comparisons, and Challenges. IEEE Transactions on Pattern Analysis and Machine Intelligence. 46(12). 8074–8093. 11 indexed citations
12.
Liu, Yipeng, et al.. (2024). RBFNN-based angles-only orbit determination method for non-cooperative space targets. Advances in Space Research. 74(3). 1424–1436. 2 indexed citations
13.
Lin, Xinyu, Yingjie Zhou, Xun Zhang, Yipeng Liu, & Ce Zhu. (2023). Illumination-Insensitive Binary Descriptor for Visual Measurement Based on Local Inter-Patch Invariance. IEEE Transactions on Instrumentation and Measurement. 72. 1–13. 6 indexed citations
14.
Long, Zhen, Ce Zhu, Pierre Comon, Yazhou Ren, & Yipeng Liu. (2023). Feature Space Recovery for Efficient Incomplete Multi-View Clustering. IEEE Transactions on Knowledge and Data Engineering. 36(9). 4664–4677. 10 indexed citations
15.
Liu, Yipeng, et al.. (2023). O-Minus Decomposition for Multiview Tensor Subspace Clustering. IEEE Transactions on Artificial Intelligence. 5(3). 1207–1220. 13 indexed citations
16.
Lin, Xinyu, Yingjie Zhou, Yipeng Liu, & Ce Zhu. (2023). Level Line Guided Interest Point Detection. IEEE Signal Processing Letters. 30. 863–867. 4 indexed citations
17.
Long, Zhen, et al.. (2023). Multi-View MERA Subspace Clustering. IEEE Transactions on Multimedia. 26. 3102–3112. 17 indexed citations
18.
Ali, Liaqat, et al.. (2019). Automated Detection of Parkinson’s Disease Based on Multiple Types of Sustained Phonations Using Linear Discriminant Analysis and Genetically Optimized Neural Network. IEEE Journal of Translational Engineering in Health and Medicine. 7. 1–10. 133 indexed citations
19.
Liu, Yipeng, Zhen Long, & Ce Zhu. (2018). Image Completion Using Low Tensor Tree Rank and Total Variation Minimization. IEEE Transactions on Multimedia. 21(2). 338–350. 64 indexed citations
20.
Wen, Fei, Peilin Liu, Yipeng Liu, Robert C. Qiu, & Wenxian Yu. (2016). Robust Sparse Recovery in Impulsive Noise via $\ell _p$ -$\ell _1$ Optimization. IEEE Transactions on Signal Processing. 65(1). 105–118. 102 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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