Publications

Journal Articles (Pre-Prints)

Meng Ding, Xiao Fu, Xi-Le Zhao, “Fast and Structured Block-Term Tensor Decomposition For Hyperspectral Unmixing”, 2022. (PDF)

Journal Articles (Published)

Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma, “Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence”, Signal Processing, 2022.

Meng Ding, Xiao Fu, Ting-Zhu Huang, Jun Wang, Xi-Le Zhao, “Hyperspectral super-resolution via interpretable block-term tensor modeling”, IEEE Journal of Selected Topics in Signal Processing, 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”, Inverse Problems and Imaging, 2020. (PDF)

Meng Ding, Ting-Zhu Huang, Tian-Hui Ma, Xi-Le Zhao, Jing-Hua Yang, “Cauchy noise removal using group-based low-rank prior”, Applied Mathematics and Computation, 2020. (PDF) (Code)

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”, Journal of Scientific Computing, 2020. (PDF) (Code)

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”, Applied Mathematics and Computation, 2020. (PDF) (Code_debluring) (Code_denoising)

Jing-Hua Yang, Xi-Le Zhao, Tian-Hui Ma, Meng Ding, Ting-Zhu Huang, “Tensor train rank minimization with hybrid smoothness regularization for visual data recovery”, Applied Mathematical Modelling, 2020. (PDF)

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”, Journal of Computational and Applied Mathematics, vol. 363, pp. 124-144, 2020. (PDF)

Conference Papers

Jing-Hua Yang, Chuan Chen, Hong-Ning Dai, Meng Ding, Le-le Fu, Zibin Zheng, “Hierarchical representation for multi-view clustering: from intra-sample to intra-view to inter-view”, in ACM International Conference on Information and Knowledge Management (ICKM), 2022.

Meng Ding, Xiao Fu, Xi-Le Zhao, “Constrained Block-Term Tensor Decomposition-Based Hyperspectral Unmixing via Alternating Gradient Projection”, in IEEE European Signal Processing Conference (EUSIPCO), 2021, pp. 1060-1064.

Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Jie Lin, Jing-Hua Yang, “Factor-Regularized Nonnegative Tensor Decomposition for Blind Hyperspectral Unmixing”, in IEEE International Geoscience and Remote Sensing Symposium (IGRASS), 2021, pp. 3833-3836.

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”, in IEEE International Geoscience and Remote Sensing Symposium (IGRASS), 2021, pp. 4656-4659.

Tian Lu, Xi-Le Zhao, Yu-Bang Zheng, Meng Ding, Xiao-Tong Li, “Tensor Completion via Global Low-Tubal-Rankness and Nonlocal Self-Similarity”, in IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2019, pp. 1-5. (Oral) (PDF)