Zhihui Zhu

2.9k total citations
97 papers, 1.6k citations indexed

About

Zhihui Zhu is a scholar working on Computational Mechanics, Computer Vision and Pattern Recognition and Signal Processing. According to data from OpenAlex, Zhihui Zhu has authored 97 papers receiving a total of 1.6k indexed citations (citations by other indexed papers that have themselves been cited), including 50 papers in Computational Mechanics, 34 papers in Computer Vision and Pattern Recognition and 21 papers in Signal Processing. Recurrent topics in Zhihui Zhu's work include Sparse and Compressive Sensing Techniques (49 papers), Image and Signal Denoising Methods (17 papers) and Blind Source Separation Techniques (16 papers). Zhihui Zhu is often cited by papers focused on Sparse and Compressive Sensing Techniques (49 papers), Image and Signal Denoising Methods (17 papers) and Blind Source Separation Techniques (16 papers). Zhihui Zhu collaborates with scholars based in United States, China and Hong Kong. Zhihui Zhu's co-authors include Michael B. Wakin, Qiuwei Li, Yongjun Zhang, Yansheng Li, Gongguo Tang, Shuaiqi Liu, Huang Bai, Xinming Wu, Tao Hong and Liping Chang and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Information Theory and International Journal of Molecular Sciences.

In The Last Decade

Zhihui Zhu

91 papers receiving 1.6k citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Zhihui Zhu United States 22 705 590 378 255 221 97 1.6k
Jérôme Darbon United States 18 1.1k 1.6× 1.0k 1.7× 242 0.6× 353 1.4× 219 1.0× 58 2.5k
Ning Hao China 18 960 1.4× 1.1k 1.9× 168 0.4× 218 0.9× 384 1.7× 93 2.9k
Paul Rodríguez Peru 19 698 1.0× 337 0.6× 195 0.5× 160 0.6× 83 0.4× 115 1.6k
Ron Rubinstein Israel 9 1.6k 2.3× 1.3k 2.3× 586 1.6× 489 1.9× 269 1.2× 11 2.7k
Yigang Peng China 9 1.4k 2.0× 1.0k 1.7× 392 1.0× 192 0.8× 222 1.0× 13 2.2k
Jianzhong Wang China 20 838 1.2× 368 0.6× 207 0.5× 71 0.3× 169 0.8× 134 1.7k
Christian Jutten France 6 363 0.5× 578 1.0× 384 1.0× 311 1.2× 89 0.4× 8 1.3k
Laure Blanc-Féraud France 13 1.3k 1.9× 445 0.8× 383 1.0× 372 1.5× 90 0.4× 45 2.1k
Xuejun Liao United States 21 636 0.9× 612 1.0× 178 0.5× 420 1.6× 781 3.5× 67 2.0k
J.H. Husøy Norway 13 1.5k 2.1× 703 1.2× 440 1.2× 278 1.1× 290 1.3× 39 2.4k

Countries citing papers authored by Zhihui Zhu

Since Specialization
Citations

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

Fields of papers citing papers by Zhihui Zhu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Zhihui Zhu

This figure shows the co-authorship network connecting the top 25 collaborators of Zhihui Zhu. A scholar is included among the top collaborators of Zhihui Zhu 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 Zhihui Zhu. Zhihui Zhu 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.
Zhu, Zhihui, et al.. (2025). Research on Crop Classification Using U-Net Integrated with Multimodal Remote Sensing Temporal Features. Sensors. 25(16). 5005–5005. 1 indexed citations
2.
Zhu, Zhihui, et al.. (2024). Integrated transcriptomic and metabolomic analyses uncover the key pathways of Limonium bicolor in response to salt stress. Plant Biotechnology Journal. 23(3). 715–730. 15 indexed citations
3.
Zhu, Zhihui, Yanwen Wang, Rui Cheng, et al.. (2024). Genome-wide characterization of the constitutively stressed (COST) family genes and their response to salt stress in poplar. Environmental and Experimental Botany. 220. 105691–105691. 1 indexed citations
4.
Qin, Zhen, et al.. (2024). Quantum State Tomography for Matrix Product Density Operators. IEEE Transactions on Information Theory. 70(7). 5030–5056. 4 indexed citations
5.
Zhu, Zhihui, et al.. (2022). Augmented reality guided in reconstruction of mandibular defect with fibular flap: A cadaver study. Journal of Stomatology Oral and Maxillofacial Surgery. 124(2). 101318–101318. 11 indexed citations
6.
Ding, Tianyu, Zhihui Zhu, Manolis C. Tsakiris, Renè Vidal, & Daniel P. Robinson. (2021). Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms. International Conference on Artificial Intelligence and Statistics. 2944–2952. 3 indexed citations
7.
Qu, Qing, et al.. (2020). Geometric Analysis of Nonconvex Optimization Landscapes for Overcomplete Learning. International Conference on Learning Representations. 6 indexed citations
8.
Zhu, Zhihui, et al.. (2019). Distributed Low-rank Matrix Factorization With Exact Consensus. Neural Information Processing Systems. 32. 8420–8430. 9 indexed citations
9.
Zhu, Zhihui, et al.. (2019). Noisy Dual Principal Component Pursuit. International Conference on Machine Learning. 1617–1625. 7 indexed citations
10.
Zhu, Zhihui, et al.. (2019). A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning. Neural Information Processing Systems. 32. 9437–9447. 6 indexed citations
11.
Li, Qiuwei, Zhihui Zhu, & Gongguo Tang. (2019). Alternating Minimizations Converge to Second-Order Optimal Solutions. International Conference on Machine Learning. 3935–3943. 23 indexed citations
12.
Li, Xiao, et al.. (2019). Nonsmooth Optimization over Stiefel Manifold: Riemannian Subgradient Methods.. arXiv (Cornell University). 3 indexed citations
13.
Li, Sheng, et al.. (2019). Design of Compressed Sensing System With Probability-Based Prior Information. IEEE Transactions on Multimedia. 22(3). 594–609. 17 indexed citations
14.
Zhu, Zhihui, Yifan Wang, Daniel P. Robinson, et al.. (2018). Dual Principal Component Pursuit: Improved Analysis and Efficient Algorithms. Neural Information Processing Systems. 31. 2171–2181. 10 indexed citations
15.
Zhu, Zhihui, et al.. (2018). ROAST: Rapid Orthogonal Approximate Slepian Transform. IEEE Transactions on Signal Processing. 66(22). 5887–5901. 2 indexed citations
16.
Zhu, Zhihui, Qiuwei Li, Gongguo Tang, & Michael B. Wakin. (2017). The Global Optimization Geometry of Nonsymmetric Matrix Factorization and Sensing.. arXiv (Cornell University). 8 indexed citations
17.
Zhu, Zhihui & Michael B. Wakin. (2015). Detection of stationary targets using Discrete Prolate Spheroidal Sequences. 1–2. 1 indexed citations
18.
Li, Qiuwei, et al.. (2013). Projection matrix optimization based on SVD for compressive sensing systems. Chinese Control Conference. 4820–4825. 3 indexed citations
19.
Bai, Huang, et al.. (2013). Design of Optimal Measurement Matrix for Compressive Detection. 1–5. 4 indexed citations
20.
Zhu, Zhihui, et al.. (2007). Application of EMD and SVD in fault identification. International Power Engineering Conference. 1247–1250. 3 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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