- 所在梯隊：調和分析與小波應用
- 辦公地點：理學樓209
- 本科生課程：微積分、圖像處理中的數學方法
- 研究生課程：小波分析及其應用
- 研究領域：研究領域主要涉及與數據處理有關的數學理論與方法，以及統計方法與理論的研究，包括：圖像處理中的數學或統計方法與理論；高維數據分析的統計方法與理論；Bayesian統計理論；非凸非光滑優化理論與算法設計。
教育經歷
2008.09-2013.01 北京航空航天大學 應用數學理學博士
2009.06-2009.09 澳大利亞拉籌伯大學 訪問
2000.09-2003.04 永利集團3044am官方入口 應用數學碩士，論文題目《橢圓曲線加密算法研究》
工作經歷
2003.04-至今 永利集團3044am官方入口數學系
2016.02-2017.02 加拿大阿爾伯塔大學 數學與統計系 訪問
科研業績
近五年論文：
1. Qian Chen, Zhengwei Shen, Fan Yang. A two-metric variable scaled forward-backward algorithm for l0
optimization problem and its applications, Numerical Algorithm, submitted, 2022
2. Fan Yan, Zhengwei Shen, Sequential Stochastic Subspace methods to high-dimensional model selection problems, Information Science, submitted, 2022
3. Zhengwei Shen, Qian Chen, A generic exact convex relaxation framework forl_0 sparsity-induced problems. Journal of Computational and Applied Mathematics, accepted, 2022
4. Qian Chen, Zhengwei Shen ?, Zhe Chen A penalty function semi-continuous thresholding methods for constraints of hashing problems, J. Vis. Commun. Image R. 87 (2022) 103552
5. Zhengwei Shen Non-convex nonlocal adaptive tight frame image deblurring. IET image processing 16(7): 1908-1923, 2022
6. Guo, J., Chen, H., Shen, Z. et al. Image denoising based on global image similar patches searching and HOSVD to patches tensor. EURASIP J. Adv. Signal Process. 2022, 19 (2022).
7. 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
8. 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
9. 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)
10. Rodion Movchan, Zhengwei Shen, Adaptive thresholding HOSVD algorithm with iterative regularization for image denoising, IEEE International Conference Image Processing（ICIP 2017）
11. 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.
12. 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 .
研究說明：
我每年會招收2名碩士，如果你有興趣致力于上述研究，且具有較好的數學或統計的理論功底，并有較強的Matlab/Python編程能力與技巧，歡迎你通過上述郵件聯系我，請附上你的簡歷與課業成績單。我的畢業研究生就業主要包括集中在圖像處理應用的公司或者數據分析的公司進行算法或者程序方面的設計，也有進一步進行博士深造。我傾向于選擇數學/統計理論功底強，編程能力強，具有較好英文閱讀能力，且誠實、踏實的同學。
