Meng Ding

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 22

Top Topics

Tensor Decomposition

Total Variation

Top Venues

Appl. Math. Comput.

IEEE Geosci. Remote. Sens. Lett.

Publications

Junren Chen, Zhaoqiang Liu, Meng Ding, Michael K. Ng
Uniform Recovery Guarantees for Quantized Corrupted Sensing Using Structured or Generative Priors. CoRR (2024)
Meng Ding, Jinghua Yang, Jin-Jin Mei
Noisy tensor recovery via nonconvex optimization with theoretical recoverability. Appl. Math. Lett. 157 (2024)
Jing-Hua Yang, Chuan Chen, Hong-Ning Dai, Meng Ding, Zhe-Bin Wu, Zibin Zheng
Robust Corrupted Data Recovery and Clustering via Generalized Transformed Tensor Low-Rank Representation. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Peng-Ling Wu, Xi-Le Zhao, Meng Ding, Yu-Bang Zheng, Lu-Bin Cui, Ting-Zhu Huang
Tensor ring decomposition-based model with interpretable gradient factors regularization for tensor completion. Knowl. Based Syst. 259 (2023)
Yi-Jie Pan, Chun Wen, Xi-Le Zhao, Meng Ding, Jie Lin, Ya-Ru Fan
Irregular Tensor Representation for Superpixel- Guided Hyperspectral Image Denoising. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Meng Ding, Xiao Fu, Xi-Le Zhao
Bilinear Hyperspectral Unmixing via Tensor Decomposition. EUSIPCO (2023)
Meng Ding, Xiao Fu, Xi-Le Zhao
Fast and Structured Block-Term Tensor Decomposition for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Chuan Wang, Xi-Le Zhao, Hao Zhang, Ben-Zheng Li, Meng Ding
Hyperspectral Image Mixed Noise Removal via Nonlinear Transform-Based Block-Term Tensor Decomposition. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Meng Ding, Xiao Fu, Xi-Le Zhao
Fast and Structured Block-Term Tensor Decomposition For Hyperspectral Unmixing. CoRR (2022)
Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence. Signal Process. 194 (2022)
Jing-Hua Yang, Chuan Chen, Hong-Ning Dai, Meng Ding, Lele Fu, Zibin Zheng
Hierarchical Representation for Multi-view Clustering: From Intra-sample to Intra-view to Inter-view. CIKM (2022)
Meng Ding, Xiao Fu, Ting-Zhu Huang, Xi-Le Zhao
Constrained Block-Term Tensor Decomposition-Based Hyperspectral Unmixing via Alternating Gradient Projection. EUSIPCO (2021)
Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Meng Ding, Yong Chen, Tai-Xiang Jiang
A Blind Cloud/Shadow Removal Strategy for Multi-Temporal Remote Sensing Images. IGARSS (2021)
Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Jie Lin, Jing-Hua Yang
Factor-Regularized Nonnegative Tensor Decomposition for Blind Hyperspectral Unmixing. IGARSS (2021)
Meng Ding, Xiao Fu, Ting-Zhu Huang, Jun Wang, Xi-Le Zhao
Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence. CoRR (2020)
Meng Ding, Ting-Zhu Huang, Tian-Hui Ma, Xi-Le Zhao, Jing-Hua Yang
Cauchy noise removal using group-based low-rank prior. Appl. Math. Comput. 372 (2020)
Jing-Hua Yang, Xi-Le Zhao, Tian-Hui Ma, Yong Chen, Ting-Zhu Huang, Meng Ding
Remote sensing images destriping using unidirectional hybrid total variation and nonconvex low-rank regularization. J. Comput. Appl. Math. 363 (2020)
Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Michael K. Ng, Tian-Hui Ma
Tensor train rank minimization with nonlocal self-similarity for tensor completion. CoRR (2020)
Tian Lu, Xi-Le Zhao, Yu-Bang Zheng, Meng Ding, Xiao-Tong Li
Tensor Completion via Global Low-Tubal-Rankness and Nonlocal Self-Similarity. GlobalSIP (2019)
Meng Ding, Ting-Zhu Huang, Teng-Yu Ji, Xi-Le Zhao, Jing-Hua Yang
Low-Rank Tensor Completion Using Matrix Factorization Based on Tensor Train Rank and Total Variation. J. Sci. Comput. 81 (2) (2019)
Meng Ding, Ting-Zhu Huang, Si Wang, Jin-Jin Mei, Xi-Le Zhao
Total variation with overlapping group sparsity for deblurring images under Cauchy noise. Appl. Math. Comput. 341 (2019)