| Robust tensor completion using transformed tensor singular value decomposition G Song, MK Ng, X Zhang Numerical Linear Algebra with Applications 27 (3), e2299, 2020 | 80 | 2020 |
| A nonconvex relaxation approach to low-rank tensor completion X Zhang IEEE transactions on neural networks and learning systems 30 (6), 1659-1671, 2019 | 62 | 2019 |
| Nonconvex-TV based image restoration with impulse noise removal X Zhang, M Bai, MK Ng SIAM Journal on Imaging Sciences 10 (3), 1627-1667, 2017 | 46 | 2017 |
| Low rank tensor completion with Poisson observations X Zhang, MK Ng IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (8), 4239-4251, 2022 | 29 | 2022 |
| Adaptive correction procedure for TVL1 image deblurring under impulse noise M Bai, X Zhang, Q Shao Inverse Problems 32 (8), 085004, 2016 | 28 | 2016 |
| A corrected tensor nuclear norm minimization method for noisy low-rank tensor completion X Zhang, MK Ng SIAM Journal on Imaging Sciences 12 (2), 1231-1273, 2019 | 27 | 2019 |
| An adaptive correction approach for tensor completion M Bai, X Zhang, G Ni, C Cui SIAM Journal on Imaging Sciences 9 (3), 1298-1323, 2016 | 27 | 2016 |
| Nonlocal robust tensor recovery with nonconvex regularization D Qiu, M Bai, MK Ng, X Zhang Inverse Problems 37 (3), 035001, 2021 | 22 | 2021 |
| Robust Low-Rank Tensor Completion via Transformed Tensor Nuclear Norm with Total Variation Regularization D Qiu, M Bai, MK Ng, X Zhang Neurocomputing 435, 197-215, 2021 | 20 | 2021 |
| A fast algorithm for deconvolution and Poisson noise removal X Zhang, MK Ng, M Bai Journal of Scientific Computing 75, 1535-1554, 2018 | 19 | 2018 |
| Patched-tube unitary transform for robust tensor completion MK Ng, X Zhang, XL Zhao Pattern Recognition 100, 107181, 2020 | 18 | 2020 |
| Auto-weighted robust low-rank tensor completion via tensor-train C Chen, ZB Wu, ZT Chen, ZB Zheng, XJ Zhang Information Sciences 567, 100-115, 2021 | 17 | 2021 |
| Robust tensor completion using transformed tensor SVD G Song, MK Ng, X Zhang arXiv preprint arXiv:1907.01113, 2019 | 17 | 2019 |
| Automatic regularization parameter selection by generalized cross-validation for total variational Poisson noise removal X Zhang, B Javidi, MK Ng Applied Optics 56 (9), D47-D51, 2017 | 14 | 2017 |
| Orthogonal nonnegative tucker decomposition J Pan, MK Ng, Y Liu, X Zhang, H Yan SIAM Journal on Scientific Computing 43 (1), B55-B81, 2021 | 11 | 2021 |
| Nonlinear transform induced tensor nuclear norm for tensor completion BZ Li, XL Zhao, TY Ji, XJ Zhang, TZ Huang Journal of Scientific Computing 92 (3), 83, 2022 | 10 | 2022 |
| Fast algorithm with theoretical guarantees for constrained low-tubal-rank tensor recovery in hyperspectral images denoising XL Zhao, H Zhang, TX Jiang, MK Ng, XJ Zhang Neurocomputing 413, 397-409, 2020 | 10 | 2020 |
| Robust low transformed multi-rank tensor methods for image alignment D Qiu, M Bai, MK Ng, X Zhang Journal of Scientific Computing 87 (1), 24, 2021 | 9 | 2021 |
| Sparse nonnegative tensor factorization and completion with noisy observations X Zhang, MK Ng IEEE Transactions on Information Theory 68 (4), 2551-2572, 2022 | 5 | 2022 |
| A Fast Algorithm for Solving Linear Inverse Problems with Uniform Noise Removal X Zhang, MK Ng Journal of Scientific Computing 79 (2), 1214-1240, 2019 | 4 | 2019 |
Michael Kwok-Po NgSIAM Fellow, AAIA Fellow and Chair Professor, Department of Mathematics, The University of Hong KongVerified email at maths.hku.hk
