A novel approach to large-scale dynamically weighted directed network representation X Luo, H Wu, Z Wang, J Wang, D Meng* IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (12), 9756 …, 2021 | 195 | 2021 |
Large-scale affine matrix rank minimization with a novel nonconvex regularizer Z Wang, Y Liu, X Luo, J Wang*, C Gao, D Peng, W Chen* IEEE Transactions on Neural Networks and Learning Systems 33 (9), 4661-4675, 2021 | 41 | 2021 |
Fast and efficient algorithm for matrix completion via closed-form 2/3-thresholding operator Z Wang, W Wang, J Wang*, S Chen Neurocomputing 330, 212-222, 2019 | 22 | 2019 |
Multi-channel nuclear norm minus Frobenius norm minimization for color image denoising Y Shan, D Hu, Z Wang*, T Jia Signal Processing 207, 108959, 2023 | 20 | 2023 |
Accelerated inexact matrix completion algorithm via closed-form q-thresholding (q= 1/2, 2/3) operator Z Wang*, C Gao, X Luo, M Tang, J Wang, W Chen International Journal of Machine Learning and Cybernetics 11 (10), 2327-2339, 2020 | 18 | 2020 |
LatLRR for subspace clustering via reweighted Frobenius norm minimization Z Liu, D Hu, Z Wang*, J Gou, T Jia Expert Systems with Applications 224, 119977, 2023 | 15 | 2023 |
Performance guarantees of transformed Schatten-1 regularization for exact low-rank matrix recovery Z Wang*, D Hu, X Luo, W Wang, J Wang, W Chen International Journal of Machine Learning and Cybernetics 12, 3379-3395, 2021 | 13 | 2021 |
Non‐convex block‐sparse compressed sensing with redundant dictionaries C Liu, J Wang*, W Wang, Z Wang IET Signal Processing 11 (2), 171-180, 2017 | 10 | 2017 |
Hyperspectral Image Denoising Using Non-convex Fraction Function T Liu, D Hu, Z Wang*, J Gou, W Chen IEEE Geoscience and Remote Sensing Letters 20, 5508105, 2023 | 9 | 2023 |
A Novel Truncated Norm Regularization Method for Multi-channel Color Image Denoising Y Shan, D Hu, Z Wang* IEEE Transactions on Circuits and Systems for Video Technology 34 (9), 8427-8441, 2024 | 8 | 2024 |
A novel thresholding algorithm for image deblurring beyond Nesterov’s rule Z Wang, J Wang*, W Wang, C Gao, S Chen IEEE Access 6, 58119-58131, 2018 | 8 | 2018 |
Coherence-based robust analysis of basis pursuit de-noising and beyond W Wang, F Zhang, Z Wang, J Wang* IEEE Access 7, 173216-173229, 2019 | 7 | 2019 |
Collaborative knowledge distillation via filter knowledge transfer J Gou*, Y Hu, L Sun, Z Wang, H Ma Expert Systems with Applications 238, 121884, 2024 | 5 | 2024 |
Robust Subspace Clustering Based on Latent Low-rank Representation with Weighted Schatten-p Norm Minimization Q Qu, Z Wang*, W Chen Pacific Rim International Conference on Artificial Intelligence, 504-515, 2022 | 2 | 2022 |
Nonconvex Multiview Subspace Clustering Framework with Efficient Method Designs and Theoretical Analysis Z Wang, Z Liu, D Hu, T Jia* International Joint Conference on Artificial Intelligence, 2024 | 1 | 2024 |
Robust Principal Component Analysis via Truncated Minimization Y Huang, Z Wang*, Q Chen, W Chen 2023 International Joint Conference on Neural Networks (IJCNN), 1-9, 2023 | 1 | 2023 |
Nonconvex Regularization with Multi-Weighted Strategy for Real Color Image Denoising Y Shi, T Liu, D Hu, C Li, Z Wang* International Journal of Intelligent Systems 2023, 8813500, 2023 | 1 | 2023 |
Iteratively Capped Reweighting Norm Minimization with Global Convergence Guarantee for Low-Rank Matrix Learning Z Wang, D Hu, Z Liu, C Gao*, Z Wang IEEE Transactions on Pattern Analysis and Machine Intelligence, 1-18, 2024 | | 2024 |
Subspace clustering based on latent low-rank representation with transformed Schatten-1 penalty function D Hu, Q Qu, Z Liu, W Chen, Z Wang* Knowledge-Based Systems, 112538, 2024 | | 2024 |
Nuclear Norm Minus Frobenius Norm Minimization with Rank Residual Constraint for Image Denoising H Huang, Y Shan, C Li, Z Wang* IEICE TRANSACTIONS on Information and Systems 107 (8), 992-1006, 2024 | | 2024 |