Papers

2024

	Robust sparse representation based on fitting error decomposition X. Y. Wang, X. P. Li*, and H. C. So Signal Processing, 2024 Pdf
	Robust DOA estimation with distorted sensors X. Y. Wang, X. P. Li*, H. Huang, 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, A. M.-C. So, and H. C. So IEEE Transactions on Signal Processing, 2024 Pdf
	A reliable singular-vector pre-coded OFDM-DCSK system over doubly selective fading channels Z. Liu, H. C. So, L. Zhang, X. P. Li, and Z.-Y. Wang IEEE Wireless Communications Letters, 2024 Pdf
	Truncated quadratic norm minimization for bilinear factorization based matrix completion X. Y. Wang, X. P. Li*, and H. C. So Signal Processing, vol. 214, pp. 109219, Jan. 2024 Pdf
	One-bit DoA estimation for deterministic signal based on l{2,1}-norm minimization M. Chen, Q. Li, X. P. Li, L. Huang, and M. Rihan IEEE Transactions on Aerospace and Electronic Systems, 2024 Pdf

2023

	Robust recovery for graph signal via l0-norm regularization X. P. Li, Y. Yan, E. E. Kuruoglu, H. C. So and Y. Chen IEEE Signal Processing Letters, vol. 30, pp. 1322-1326, Sep. 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
	Adaptive rank-one matrix completion using sum of outer products Z.-Y. Wang, X. P. Li*, H. C. So and Abdelhak M. Zoubir IEEE Transactions on Aerospace and Electronic Systems, 2023 Pdf
	Robust and energy efficient sparse-coded OFDM-DCSK system via matrix recovery Z. Liu, H. C. So, X. P. Li*, L. Zhang and Z. Y. Wang IEEE Transactions on Communications, vol. 71, no. 8, Aug. 2023 Pdf
	l0-Norm minimization based robust matrix completion approach for MIMO radar target localization Z. Liu, X. P. Li* and H. C. So IEEE Transactions on Aerospace and Electronic Systems, 2023 Pdf
	Robust PCA via non-convex half-quadratic regularization Z.-Y. Wang, X. P. Li and H. C. So Signal Processing, vol. 204, pp. 108816, Mar. 2023 Pdf Code
	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

2022

	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
	An interpretable bi-branch neural network for matrix completion X. P. Li, M. Wang and H. C. So Signal Processing, vol. 200, pp. 108640, Nov. 2022 Pdf
	Robust matrix completion via truncated-quadratic function and half-quadratic optimization Z.-Y. Wang, X. P. Li* and H. C. So IEEE Transactions on Circuits and Systems for Video Technology, vol. 33, no. 4, pp. 1521-1534, Apr. 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
	Efficient low-rank matrix factorization based on l1,ε-norm for online background subtraction Q. Liu and X. P. Li* IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no. 7, pp. 4900-4904, Jul. 2022 Pdf Code
	From simulated to visual data: A robust low-rank tensor completion approach using lp-regression for outlier resistance Q. Liu, X. P. Li*, H. Cao and Y. Wu IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no, 6, pp. 3462–3474, Jun. 2022 Pdf Code
	Optimum codesign for image denoising between type-2 fuzzy identifier and matrix completion denoiser Q. Liu, X. P. Li* and J. Yang IEEE Transactions on Fuzzy Systems, vol. 30, no. 1, pp. 287–292 Jan. 2022 Pdf Code

2021

	Robust receiver for OFDM-DCSK modulation via rank-1 modeling and lp-minimization Z. Liu, H. C. So, L. Zhang and X. P. Li Signal Processing, vol. 188, Nov. 2021 Pdf
	Two-dimensional localization: Low-rank matrix completion with random sampling in massive MIMO system Q. Liu, X. P. Li* and H. Cao IEEE Systems Journal, vol. 15, no. 3, pp. 3628-3631, Sep. 2021 Pdf
	Robust low-rank tensor completion based on tensor ring rank via l{p,epsilon}-norm X. P. Li and H. C. So IEEE Transactions on Signal Processing, vol. 69, pp. 3685-3698, May 2021 Pdf

2020

Rank-one matrix approximation with lp-Norm for image inpainting

X. P. Li, Q. Liu and H. C. So

IEEE Signal Processing Letters, vol. 27, pp. 680-684, Apr. 2020

2019

面向无人机数据回传的压缩采样技术: 机会与挑战

黄磊, 李晓鹏, 黄敏, 李强, 赵博, 孙维泽, 张沛昌

深圳大学学报: 理工版, 36(5) 473-481 2019