A survey on matrix completion: Perspective of signal processing XP Li, L Huang, HC So, B Zhao arXiv; https://github.com/Li-X-P/Codes-of-MC, 2019 | 40 | 2019 |
Rank-one matrix approximation with ℓ p-norm for image inpainting XP Li, Q Liu, HC So IEEE Signal Processing Letters; https://github.com/Li-X-P/Codes-of-MC 27 …, 2020 | 27 | 2020 |
From Simulated to Visual Data: A Robust Low-Rank Tensor Completion Approach Using ℓ p-Regression for Outlier Resistance Q Liu, XP Li, H Cao, Y Wu IEEE Trans. Circuits Syst. Video Technol.; https://github.com/LI-X-P …, 2021 | 23 | 2021 |
Sparse Index Tracking With K-Sparsity or ε-Deviation Constraint via ℓ₀-Norm Minimization XP Li, ZL Shi, CS Leung, HC So IEEE Trans. Neural Netw. Learn. Syst., 2022 | 21 | 2022 |
Efficient Low-Rank Matrix Factorization based on ℓ1, ε-norm for Online Background Subtraction Q Liu, XP Li IEEE Trans. Circuits Syst. Video Technol.; https://github.com/LI-X-P/online …, 2021 | 20 | 2021 |
Two-dimensional localization: Low-rank matrix completion with random sampling in massive MIMO system Q Liu, XP Li, H Cao IEEE Systems Journal, 2020 | 18 | 2020 |
Cardinality constrained portfolio optimization via alternating direction method of multipliers ZL Shi, XP Li, CS Leung, HC So IEEE Trans. Neural Netw. Learn. Syst., 2022 | 17 | 2022 |
Optimum co-design for image denoising between type-2 fuzzy identifier and matrix completion denoiser Q Liu, XP Li, J Yang IEEE Trans. Fuzzy Syst., 2020 | 17 | 2020 |
Robust Low-rank Tensor Completion based on Tensor Ring Rank via -norm XP Li, HC So IEEE Trans. Signal Process., 2021 | 16 | 2021 |
Fast Robust Matrix Completion via Entry-Wise -Norm Minimization XP Li, ZL Shi, Q Liu, HC So IEEE Trans. Cybern.; https://github.com/Li-X-P/Codes-of-MC, 2022 | 13* | 2022 |
Robust matrix completion based on factorization and truncated-quadratic loss function ZY Wang, XP Li, HC So IEEE Trans. Circuits Syst. Video Technol. 33 (4), 1521-1534, 2022 | 12 | 2022 |
Robust tensor completion via capped Frobenius norm XP Li, ZY Wang, ZL Shi, HC So, ND Sidiropoulos IEEE Trans. Neural Netw. Learn. Syst.; https://github.com/Li-X-P/Code-of …, 2023 | 10 | 2023 |
-Norm Minimization Based Robust Matrix Completion Approach for MIMO Radar Target Localization Z Liu, XP Li, HC So IEEE Trans. Aerosp. Electron. Syst., 2023 | 7 | 2023 |
Robust PCA via non-convex half-quadratic regularization ZY Wang, XP Li, HC So, Z Liu Signal Processing 204, 108816, 2023 | 6 | 2023 |
Robust receiver for OFDM-DCSK modulation via rank-1 modeling and ℓp-minimization Z Liu, HC So, L Zhang, XP Li Signal Processing 188, 108219, 2021 | 5 | 2021 |
Interweaving artificial intelligence and bio-signals in mental fatigue: unveiling dynamics and future pathways S Parveen, MBB Heyat, F Akhtar, S Parveen, B Asrafali, B Singh, K Ali, ... 2023 20th International Computer Conference on Wavelet Active Media …, 2023 | 4 | 2023 |
Robust Low-Rank Matrix Recovery as Mixed Integer Programming via -norm Optimization ZL Shi, XP Li, W Li, T Yan, J Wang, Y Fu IEEE Signal Processing Letters, 2023 | 4 | 2023 |
Truncated quadratic norm minimization for bilinear factorization based matrix completion XY Wang, XP Li, HC So Signal Processing 214, 109219, 2024 | 3 | 2024 |
Robust recovery for graph signal via ℓ0-norm regularization XP Li, Y Yan, EE Kuruoglu, HC So, Y Chen IEEE Signal Processing Letters, 2023 | 3 | 2023 |
MUSIC With Capped Frobenius Norm: Efficient Robust Direction-of-Arrival Estimator XP Li, Z Liu, ZL Shi, HC So IEEE Trans. Aerosp. Electron. Syst., 2023 | 3 | 2023 |