Papers

	Robust Preprocessing of Impulsive Motion Artifacts Using Low-Rank Matrix Recovery for Electrical Impedance Tomography X.-P. Li, Z.-L. Shi, M. Dai, H. C. So, I. Frerichs, Z. Zhao, and L. Yang IEEE Transactions on Computational Imaging, 2025
	Robust Electrical Impedance Tomography for Respiratory Monitoring X.-P. Li, Z.-L. Shi, M. Dai, H. C. So, G. Xue, Z. Zhao, and L. Yang IEEE Transactions on Instrumentation and Measurement, 2025
	Adaptive robust MIMO radar target localization via capped Frobenius norm J.-R. Yang, Z.-L. Shi*, X.-P. Li, W. Xiong, Y. Fu, and X. Liang Signal Processing, 2025 Pdf
	Channel pruning for convolutional neural networks using l0-norm constraints E. Chen, H. Wang, Z.-L. Shi, and W. Zhang Neurocomputing, vol. 636, pp. 129925, 2025
	Improved physics-informed neural networks for the reinterpreted discrete fracture model C. Wang, H. Guo, X. Yan, Z.-L. Shi, Y. Yang Journal of Computational Physics, vol. 520, pp. 113491, 2025

	Projected gradient descent method for cardinality-constrained portfolio optimizatio X.-P. Li, Z.-L. Shi, C.-S. Leung, and H. C. So Journal of the Franklin Institute, vol. 361, no. 18, pp. 107267, 2024
	A semidefinite programming approach for robust elliptic localization W. Xiong, Y. Chen, J. He, Z.-L. Shi, K. Hu, H. C. So, and C.-S. Leung Journal of the Franklin Institute, vol. 361, no. 18, pp. 107237, 2024
	An l0-norm optimization-based algorithm for robust and efficient MIMO localization Z.-L. Shi, W. Xiong, X. P. Li, W. Li, Y. Fu, and H. C. So IEEE Transactions on Aerospace and Electronic Systems, 2024 Pdf
	ROCS: Robust one-bit compressed sensing with application to direction of arrival X. P. Li, Z.-L. Shi, L. Huang, Anthony M.-C. So, and H. C. So IEEE Transactions on Signal Processing, 2024 Pdf
	Image classification on hypersphere loss H. Wang, J. Cao, Z.-L. Shi, C. S. Leung, R. Feng, W. Cao, and Y. He IEEE Transactions on Industrial Informatics, 2024 Pdf
	CASTELO: Convex approximation based solution to elliptic localization with outliers W. Xiong, Z.-L. Shi, H. C. So, J. Liang, and Z. Wang Signal Processing, vol. 218, pp. 109380, 2024 Pdf

	Lagrange programming neural network for robust passive elliptic positioning K. Hu, W. Xiong, Y. Wang, Z.-L. Shi, G. Cheng, H. C. So, and Z. Wang Journal of the Franklin Institute, vol. 360, no. 11, pp. 12150-12169, 2023 Pdf
	Robust low-rank matrix recovery as mixed integer programming via l0-norm optimization Z.-L. Shi, X. P. Li, W. Li, T. Yan, J. Wang, and Y. Fu IEEE Signal Processing Letters, vol. 30, pp. 1012-1016, Aug. 2023 Pdf
	MUSIC with capped Frobenius norm: Efficient robust direction-of-arrival estimator X. P. Li, Z. Liu, Z.-L. Shi, and H. C. So IEEE Transactions on Aerospace and Electronic Systems, 2023 Pdf
	Robust tensor completion via capped Frobenius norm X. P. Li, Z.-Y. Wang, Z.-L. Shi, H. C. So, and N. D. Sidiropoulos IEEE Transactions on Neural Networks and Learning Systems, 2023 Pdf Code
	First-order sparse TSK nonstationary fuzzy neural network based on the mean shift algorithm and the group lasso regularization B. Zhang, J. Wang, X. Gong, Z.-L. Shi, C. Zhang, K. Zhang, E. M. El-Alfy, and S. V. Ablameyko Mathematics, vol. 12, no. 1, pp. 120, 2023

	Fast robust matrix completion via entry-wise l0-norm minimization X. P. Li, Z.-L. Shi*, Q. Liu, and H. C. So IEEE Transactions on Cybernetics, 2022 Pdf Code
	Cardinality constrained portfolio optimization via alternating direction method of multipliers Z.-L. Shi, X. P. Li*, C.-S. Leung, and H. C. So IEEE Transactions on Neural Networks and Learning Systems, 2022 Pdf
	Sparse index tracking with k-sparsity or epsilon-deviation constraint via l0-norm minimization X. P. Li, Z.-L. Shi*, C.-S. Leung, and H. C. So IEEE Transactions on Neural Networks and Learning Systems, 2022 Pdf

Constrained center loss for convolutional neural networks

Z.-L. Shi, H. Wang, and C.-S. Leung

IEEE Transactions on Neural Networks and Learning Systems, 2021

	Robust MIMO radar target localization based on Lagrange programming neural network Z.-L. Shi, H. Wang, C.-S. Leung, and H. C. So Signal Processing, vol. 174, pp. 107574, 2020 Pdf
	Robust ellipse fitting based on Lagrange programming neural network and locally competitive algorithm Z.-L. Shi, H. Wang, C.-S. Leung, H. C. So, J. Liang, K.-F. Tsang, and A. Constantinides Neurocomputing, vol. 399, pp. 399-413, 2020 Pdf

An l0-Norm-Based Centers Selection for Failure Tolerant RBF Networks

H. Wang, Z.-L. Shi, H. T. Wong, C.-S. Leung, H. C. So, and R. Feng

IEEE Access, vol. 7, pp. 151902-151914, 2019

	A† 分级硬阈值追踪施章磊, 李维国山东大学学报(理学版), 52(8): 58-64, 2017 Pdf
	矩阵广义逆硬阈值追踪算法与稀疏恢复问题施章磊, 李维国计算数学, 39(2): 189-199, 2017 Pdf