Selected Publications

All papers are listed below in reverse chronological order in which they appeared online.

2025

Functional Tensor Singular Values Decomposition
SIAM Journal on Scientific Computing (SISC), early acceptd.
Chuan Wang, Xi-Le Zhao, Yu-Bang Zheng, Ben-Zheng Li, and Michael K. Ng

Convolutional Low-Rank Tensor Representation for Structural Missing Traffic Data Imputation
IEEE Transactions on Intelligent Transportation Systems (TITS), vol. 25, pp. 18847-18860, 2024.
Ben-Zheng Li, Xi-Le Zhao, Xinyu Chen, Meng Ding, Ryan Wen Liu
[PDF]
Revisiting High-Order Tensor Singular Value Decomposition from Basic Element Perspective
IEEE Transactions on Signal Processing (TSP), vol. 72, pp. 4589-4603, 2024.
Sheng Liu, Xi-Le Zhao, Jinsong Leng, Ben-Zheng Li, Jing-Hua Yang, Xinyu Chen
[PDF]

A Learnable Group-Tube Transform Induced Tensor Nuclear Norm and Its Application for Tensor Completion
SIAM Journal on Imaging Sciences (SIIMS), vol. 16, pp. 1370–1397, 2023.
Ben-Zheng Li, Xi-Le Zhao, Xiongjun Zhang, Teng-Yu Ji, Xinyu Chen, and Michael K. Ng
[PDF]
Hyperspectral Image Mixed Noise Removal via Nonlinear Transform-based Block-Term Tensor Decomposition
IEEE Geoscience and Remote Sensing Letters, vol. 20, pp. 1-5, 2023.
Chuan Wang, Xi-Le Zhao, Hao Zhang, Ben-Zheng Li, and Meng Ding
[PDF]

Nonlinear Transform Induced Tensor Nuclear Norm for Tensor Completion
Journal of Scientific Computing (JSC), 92(3)(2022).
Ben-Zheng Li, Xi-Le Zhao, Teng-Yu Ji, Xiong-Jun Zhang, Ting-Zhu Huang
[PDF][Matlab code] (ESI highly cited paper 🏆)
Multi-Dimensional Image Recovery via Fully-Connected Tensor Network Decomposition Under the Learnable Transforms
Journal of Scientific Computing (JSC), 93(49)(2022).
Cheng-Yao Lyu, Xi-Le Zhao, Ben-Zheng Li, Hao Zhang, Ting-Zhu Huang
[PDF]

Tensor Completion Via Collaborative Sparse and Low-Rank Transforms
IEEE Transactions on Computational Imaging (TCI), vol. 7, pp. 1289-1303, 2021.
Ben-Zheng Li, Xi-Le Zhao, Jian-Li Wang, Yong Chen, Tai-Xiang Jiang, Jun Liu
[PDF][Matlab code]