Zhengwei Shen

Associate Professor
office location:Engineering Building 209
E-mail:ijwmip@ustb.edu.cn
Research Interests:

1. Mathematical theory and method of Image processing ;
2. High-dimensional data analysis;
3, Nonsmooth and nonconvex optimization theory and algorithms.

Resume

2013. 08-present: Associate Professor, Department of Mathematics, University of Science and Technology Beijing (USTB), China;
2016.02-2017.02 Visiting researcher, Department of Mathematics and Statistics, University of Alberta, Canada;
2003.04-2013. 08: Associate professor, Lecturer, Department of Mathematics, University of Science and Technology Beijing (USTB), China;
2008.09-2013. 01: PhD of Applied mathematics, Department of  Mathematics, University of Beihang, China;
2000.08-2003.04 Master of Applied mathematics, University of Science and Technology Beijing (USTB), China;

Scientific research achievements

Enrollment plan

I am recruiting 1-2 Masters students who have Strong Programming Skills per year.  Please feel free to contact me by writing email if you are interested in my research topics, and if you are postgraduate recommendation in your university.

Representative papers

1. Qian Chen Zhengwei Shen, and Zhe Chen, Penalty function semi-continuous thresholding hash coding methods for large-scale data retrieval, submitted, 2021
2. Zhengwei Shen, Qian Chen, Fan Yang, An unified convex relaxation approximation framework for solving l_0 sparsity-induced problems, submitted, 2021.
3. Jiye Guo, Huayan Chen, Zhengwei, Shen, Image Denoising Based on Global Image Similar Patches searching and HOSVD to Patches Tensor, accepted, 2021.
4. Zhang Tao, Shen zhengwei, A fundamental proof of convergence of alternating direction method of multipliers for weakly convex optimization, Journal of inequality and its applications, 1(128),  2019  
5. Zhengwei  Shen, Huitong Sun,  Iterative adaptive nonconvex low-rank tensor approximation to image restoration based on ADMM, Journal of Mathematical Imaging and Vision, 61(5): 627-642, 2019
6.  Zhengwei Shen, Lishuang Cheng, Convex composite wavelet frame and total variation-based image deblurring using nonconvex penalty functions, J. Electron. Imaging 26(5), 053005 (2017)
7.  Rodion Movchan, Zhengwei Shen, Adaptive thresholding HOSVD algorithm with iterative regularization for image denoising, IEEE International Conference Image Processing(ICIP 2017)
8. F.F.Lai, Z.W.Shen, H.Wen, J.L. Chen, X.Zhang, P. Lin, D.Li, Yin, H.Q. Cui, X.G. Chen, A Morphological identification cell cytotoxicity assay using cytoplasm-localized fluorescent probe (CLFP) to distinguish living and dead cells, Biochemical and Biophysical Research Communication, 482(2017), 257-263.
9. Y.Y.Long,Z.W.Shen, Stabilization of coupled ODE-PDE system with intermediate point and spatially varying effects interconnection, Asian Journal of Control, 19(3), 1060-1074, May 2017
10. Shen, Zhengwei,   Construction of symmetric fractional over-complete wavelets and applications in image restoration, International Journal of Wavelets, Multiresolution and Information Processing  Vol. 14, No. 4 (2016)
11. Shen, Zhengwei, Cheng, Lisuang,  Coupled image restoration model with non-convex non-smooth ℓ p wavelet frame and total variation regularisation, IET Image Processing, Vol 10, No. 11, 926-935, 2016
12. Shen, Zhengwei, Cheng, Lisuang, Composite analysis-based model for image restoration solved by alternating direction method of multipliers fast iterative shrinkage-thresholding algorithm, IET Electronics Letters, Vol, 52, No. 3, 2016

Postgraduate training

  • School of Chemistry and Biological Engineering, USTB
  • 30 Xueyuan Road, Haidian District, Beijing,100083