◎Research Interests/研究领域
sparse optimization • robust signal processing • neural network
◎Experiences/教育与工作经历
2022.03~current, Lecturer, China University of Petroleum (East China), Qingdao, China
2017.09~2021.10, Ph.D., City University of Hong Kong, Hong Kong SAR, China 2014.09~2017.07, M.Sc., China University of Petroleum (East China), Qingdao, China 2010.09~2014.07, B.Sc., China University of Petroleum (East China), Qingdao, China
◎Teaching/主讲课程
1.主讲本科生《数据结构与算法》。
◎Research Funds/项目
[1]基于L0范数的神经网络剪枝研究，中国石油大学(华东)自主创新科研计划项目，2022~2025。
◎Publications/论文
[11]Xiao Peng Li, Zhi-Yong Wang*,Zhang-Lei Shi, Hing Cheung So, and Nicholas D. Sidiropoulos, “Robust tensor completion via capped Frobenius norm”,IEEE Transactions on Neural Networks and Learning Systems, early access, Jan. 2023. (SCI Q1,中科院一区TOP, IF: 14.255) [10]Xiao Peng Li,Zhang-Lei Shi*, Qi Liu, and Hing Cheung So, “Fast robust matrix completion via entry-wise l0-norm minimization,”IEEE Transactions on Cybernetics, early access, Dec. 2022. (SCI Q1,中科院一区TOP, IF: 19.118) [9]Zhang-Lei Shi, Xiao Peng Li*, Chi-Sing Leung*, and Hing Cheung So, “Cardinality constrained portfolio optimization via alternating direction method of multipliers,”IEEE Transactions on Neural Networks and Learning Systems,early access, Jul. 2022. (SCI Q1,中科院一区TOP, IF: 14.255) [8]Xiao Peng Li,Zhang-Lei Shi*, Chi-Sing Leung*, and Hing Cheung So, “Sparse index tracking with k-sparsity or ε-deviation constraint via l0-norm minimization,”IEEE Transactions on Neural Networks and Learning Systems, early access, May 2022. (SCI Q1,中科院一区TOP, IF: 10.451) [7]Zhanglei Shi, Hao Wang, and Chi-Sing Leung*, “Constrained center loss for convolutional neural networks,”IEEE Transactions on Neural Networks and Learning Systems, vol. 34, no. 2, pp. 1080-1088, Feb. 2023. (SCI Q1,中科院一区TOP, IF: 10.451) [6]Zhanglei Shi, Hao Wang, Chi-Sing Leung*, and John Sum, “Constrained Center Loss for Image Classification,” inProceedings of International Conference on Neural Information Processing, Bangkok, Thailand, Nov. 2020, pp. 70-78. (CCF-C) [5]Zhanglei Shi, Hao Wang, Chi-Sing Leung*, and Hing Cheung So, “Robust MIMO radar target localization based on Lagrange programming neural network,”Signal Processing, vol. 174, pp. 107574, Sep. 2020. (SCI Q1,中科院二区, IF: 4.086) [4]Zhanglei Shi, Hao Wang, Chi-Sing Leung*, Hing Cheung So, Junli Liang, Kim-Fung Tsang, and Anthony Constantinides, “Robust ellipse fitting based on Lagrange programming neural network and locally competitive algorithm,”Neurocomputing, vol. 399, pp. 399-413, Jul. 2020. (SCI Q1,中科院二区TOP, IF: 4.072) [3]Hao Wang,Zhanglei Shi, Hiu Tung Wong, Chi-Sing Leung*, Hing Cheung So, and Ruibin Feng, “An l0-norm-based centers selection for failure tolerant RBF networks,”IEEE Access, vol. 7, pp. 151902-151914, Oct. 2019. (SCI Q1,中科院二区, IF: 4.098) [2]施章磊,李维国*, “A+分级硬阈值追踪,”山东大学学报(理学版), vol. 52, no. 8, pp. 58-64, 2017. [1]施章磊,李维国*, “矩阵广义逆硬阈值追踪算法与稀疏恢复问题,”计算数学, vol. 39, no. 2, pp. 189-199, 2017.
◎Academia Services/学术活动
Journal/Conference Reviewer: IEEE Transactions on Neural Networks and Learning Systems,Neural Processing Letters,International Conference on Neural Information Processing.
◎Research Aim/研究理念 SEE:Simple yetEffective andEfficient Algorithms in practice.
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