Publications
You can also find my articles on my Google Scholar profile.
2026
Multimodal Quaternion Representation Network for Multisource Remote Sensing Data Classification
Yu-Le Wei, Heng-Chao Li, Jian-Li Wang, Yu-Bang Zheng, Jie Pan, Qian Du
IEEE Transactions on Neural Networks and Learning Systems, vol. 37, no. 2, pp. 711-725, 2026
Publisher's Version BibTeX @ARTICLE{11177249,
author={Wei, Yu-Le and Li, Heng-Chao and Wang, Jian-Li and Zheng, Yu-Bang and Pan, Jie and Du, Qian},
journal={IEEE Transactions on Neural Networks and Learning Systems},
title={Multimodal Quaternion Representation Network for Multisource Remote Sensing Data Classification},
year={2026},
volume={37},
number={2},
pages={711-725}
}
Incomplete Multi-View Kernel Subspace Clustering via Tensor Correlated Total Variation Regularization
Feng Liu, Jian-Li Wang, Danyang Zheng, Jiashu Zhang, Yong-Guo Shi
IEEE Signal Processing Letters, vol 33, pp. 1921-1925, 2026
Publisher's Version BibTeX @ARTICLE{11494503,
author={Feng, Liu and Wang, Jian-Li and Zheng, Danyang and Zhang, Jiashu and Shi, Yong-Guo},
journal={IEEE Signal Processing Letters},
title={Incomplete Multi-View Kernel Subspace Clustering via Tensor Correlated Total Variation Regularization},
year={2026},
volume={33},
number={},
pages={1921-1925}}
Superpixel-Informed Continuous Low-Rank Tensor Representation for Multi-Dimensional Data Recovery
Zhizhou Wang, Jianli Wang, Ruijing Zheng, Zhenyu Wu
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 10952-10956, 2026
Publisher's Version BibTeX @INPROCEEDINGS{11462180,
author={Wang, Zhizhou and Wang, Jianli and Zheng, Ruijing and Wu, Zhenyu},
booktitle={ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
title={Superpixel-Informed Continuous Low-Rank Tensor Representation for Multi-Dimensional Data Recovery},
year={2026},
volume={},
number={},
pages={10952-10956}}
2025
DTR: A Unified Deep Tensor Representation Framework for Multimedia Data Recovery
Ting-Wei Zhou, Xi-Le Zhao, Jian-Li Wang, Yi-Si Luo, Min Wang, Xiao-Xuan Bai, Hong Yan
IEEE Transactions on Multimedia, vol. 27, pp. 6347-6357, 2025
Publisher's Version ArXiv Version BibTeX @ARTICLE{11045408,
author={Zhou, Ting-Wei and Zhao, Xi-Le and Wang, Jian-Li and Luo, Yi-Si and Wang, Min and Bai, Xiao-Xuan and Yan, Hong},
journal={IEEE Transactions on Multimedia},
title={DTR: A Unified Deep Tensor Representation Framework for Multimedia Data Recovery},
year={2025},
volume={27},
number={},
pages={6347-6357}
}
Frequency-Aware Implicit Neural Representation for Multi-Dimensional Data Recovery
Ting-Wei Zhou, Xi-Le Zhao, Wei-Hao Wu, Jian-Li Wang, Yi-Si Luo
IEEE Transactions on Circuits and Systems for Video Technology, vol. 35, no. 11, pp. 10862-10874, 2025
Publisher's Version BibTeX @ARTICLE{11020675,
author={Zhou, Ting-Wei and Zhao, Xi-Le and Wu, Wei-Hao and Wang, Jian-Li and Luo, Yi-Si},
journal={IEEE Transactions on Circuits and Systems for Video Technology},
title={Frequency-Aware Implicit Neural Representation for Multi-Dimensional Data Recovery},
year={2025},
volume={35},
number={11},
pages={10862-10874}
}
Low-Rank Regularized Correlation Filter for Hyperspectral Video Object Tracking
Na-Na Li, Heng-Chao Li, Jian-Li Wang, Xiong-Fei Geng, Jie Pan
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 18, pp. 17513-17525, 2025
Publisher's Version BibTeX @ARTICLE{11072336,
author={Li, Na-Na and Li, Heng-Chao and Wang, Jian-Li and Geng, Xiong-Fei and Pan, Jie},
journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
title={Low-Rank Regularized Correlation Filter for Hyperspectral Video Object Tracking},
year={2025},
volume={18},
number={},
pages={17513-17525}
}
2024
Snapshot Compressive Imaging Using Domain-Factorized Deep Video Prior
Yu-Chun Miao, Xi-Le Zhao, Jian-Li Wang, Xiao Fu, Yao Wang
IEEE Transactions on Computational Imaging, vol. 10, pp. 93-102, 2024
Publisher's Version BibTeX @ARTICLE{10388408,
author={Miao, Yu-Chun and Zhao, Xi-Le and Wang, Jian-Li and Fu, Xiao and Wang, Yao},
journal={IEEE Transactions on Computational Imaging},
title={Snapshot Compressive Imaging Using Domain-Factorized Deep Video Prior},
year={2024},
volume={10},
number={},
pages={93-102}
}
Hyperspectral Images Mixed Noise Removal via Group-Tube Transform Induced Collaborative Sparsity and Low-Rankness
Ben-Zhang Li, Teng-Yu Ji, Jian-Li Wang
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, pp. 7618-7621, 2024
Hyperspectral Image Denoising via Generalized Kronecker Decomposition-Based Subspace Representation
Wei-Hao Wu, Ting-Zhu Huang, Min Wang, Yong Chen, Jian-Li Wang, Zhi-Long Han, Jia-Yi Li
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, pp. 7622-7625, 2024
Functional Transform-Based Low-Rank Tensor Factorization for Multi-dimensional Data Recovery
Jianli Wang, Xile Zhao
Proceedings of the European Conference on Computer Vision, pp. 39-56, 2024
Publisher's Version BibTeX @inproceedings{wang2024functional,
title={Functional transform-based low-rank tensor factorization for multi-dimensional data recovery},
author={Wang, Jianli and Zhao, Xile},
booktitle={European Conference on Computer Vision},
pages={39--56},
year={2024},
organization={Springer}
}
Superpixel-Informed Implicit Neural Representation for Multi-dimensional Data
Jiayi Li, Xile Zhao, Jianli Wang, Chao Wang, Min Wang
Proceedings of th European Conference on Computer Vision, pp. 258-276, 2024
Publisher's Version ArXiv Version BibTeX @inproceedings{li2024superpixel,
title={Superpixel-informed implicit neural representation for multi-dimensional data},
author={Li, Jiayi and Zhao, Xile and Wang, Jianli and Wang, Chao and Wang, Min},
booktitle={European Conference on Computer Vision},
pages={258--276},
year={2024},
organization={Springer}
}
CoNoT: Coupled Nonlinear Transform-Based Low-Rank Tensor Representation for Multidimensional Image Completion
Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Yi-Si Luo, Tai-Xiang Jiang
IEEE Transactions on Neural Networks and Learning Systems, vol 35, no. 7, pp. 8969-8983, 2024
Publisher's Version BibTeX @ARTICLE{9946011,
author={Wang, Jian-Li and Huang, Ting-Zhu and Zhao, Xi-Le and Luo, Yi-Si and Jiang, Tai-Xiang},
journal={IEEE Transactions on Neural Networks and Learning Systems},
title={CoNoT: Coupled Nonlinear Transform-Based Low-Rank Tensor Representation for Multidimensional Image Completion},
year={2024},
volume={35},
number={7},
pages={8969-8983}
}
2023
Unsupervised Domain Factorization Network for Thick Cloud Removal of Multi-temporal Remotely Sensed Images
Jian-Li Wang, Xi-Le Zhao, Heng-Chao Li, Ke-Xiang Cao, Jiaqing Miao
IEEE Transactions on Geoscience and Remote Sensing, vol. 61, vol. 61, pp. 1-12, Art no. 5405912, 2023
Publisher's Version BibTeX @article{wang2023unsupervised,
title={Unsupervised Domain Factorization Network for Thick Cloud Removal of Multitemporal Remotely Sensed Images},
author={Wang, Jian-Li and Zhao, Xi-Le and Li, Heng-Chao and Cao, Ke-Xiang and Miao, Jiaqing},
journal={IEEE Transactions on Geoscience and Remote Sensing},
volume={61},
pages={1--12},
year={2023, art no. 5405912}
}
Untrained Low-Rank Neural Network Prior for Multi-dimensional Image Recovery
Wei-Hao Wu, Ting-Zhu Huang, Hao Zhang, Jian-Li Wang, Xi-Le Zhao
IEEE Signal Processing Letters, vol. 30, pp. 1647-1651, 2023
Publisher's Version BibTeX @ARTICLE{10288186,
author={Wu, Wei-Hao and Huang, Ting-Zhu and Zhang, Hao and Wang, Jian-Li and Zhao, Xi-Le},
journal={IEEE Signal Processing Letters},
title={Untrained Low-Rank Neural Network Prior for Multi-Dimensional Image Recovery},
year={2023},
volume={30},
number={},
pages={1647-1651}
}
H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization
Jia-Yi Li, Jin-Yu Xie, Yi-Si Luo, Xi-Le Zhao, Jian-Li Wang
IEEE Geoscience and Remote Sensing Letters, vol 20, pp. 1-5, Art no. 5506705, 2023
Publisher's Version ArXiv Version BibTeX @ARTICLE{10181304,
author={Li, Jia-Yi and Xie, Jin-Yu and Luo, Yi-Si and Zhao, Xi-Le and Wang, Jian-Li},
journal={IEEE Geoscience and Remote Sensing Letters},
title={H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization},
year={2023, art no. 5506705},
volume={20},
number={},
pages={1-5}
}
Uncertainty-Aware Unsupervised Image Deblurring With Deep Residual Prior
Xiaole Tang, Xile Zhao, Jun Liu, Jianli Wang, Yuchun Miao, Tieyong Zeng
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 9883-9892, 2023
Publisher's Version ArXiv Version BibTeX @inproceedings{tang2023uncertainty,
title={Uncertainty-aware unsupervised image deblurring with deep residual prior},
author={Tang, Xiaole and Zhao, Xile and Liu, Jun and Wang, Jianli and Miao, Yuchun and Zeng, Tieyong},
booktitle={Proceedings of the IEEE/CVF conference on computer vision and pattern recognition},
pages={9883--9892},
year={2023}
}
2022
Hyperspectral Image Denoising via Tensor Low-Rank Prior and Unsupervised Deep Spatial-Spectral Prior
Wei-Hao Wu, Ting-Zhu Huang, Xi-Le Zhao, Jian-Li Wang, Yu-Bang Zheng
IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-14, Art no. 5545514, 2022
Publisher's Version BibTeX @ARTICLE{9992168,
author={Wu, Wei-Hao and Huang, Ting-Zhu and Zhao, Xi-Le and Wang, Jian-Li and Zheng, Yu-Bang},
journal={IEEE Transactions on Geoscience and Remote Sensing},
title={Hyperspectral Image Denoising via Tensor Low-Rank Prior and Unsupervised Deep Spatial–Spectral Prior},
year={2022, art no. 5545514},
volume={60},
number={},
pages={1-14}
}
Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep Priors
Yu-Chun Miao, Xi-Le Zhao, Xiao Fu, Jian-Li Wang, Yu-Bang Zheng
IEEE Transactions on Geoscience and Remote Sensing, vol 60, pp. 1-16, Art no. 5513916, 2022
Publisher's Version ArXiv Version BibTeX @article{miao2022hyperspectral,
title={Hyperspectral denoising using unsupervised disentangled spatiospectral deep priors.},
author={Miao, Yu-Chun and Zhao, Xi-Le and Fu, Xiao and Wang, Jian-Li and Zheng, Yu-Bang},
journal={IEEE Trans. Geosci. Remote. Sens.},
volume={60},
pages={1--16},
year={2022, art no. 5513916}
}
Complex Video Completion Fusing Low-Rank Background and Deep Foreground Priors
Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Yu-Chun Miao
IEEE Signal Processing Letters, vol 29, pp. 2737-2741, 2022
Publisher's Version BibTeX @ARTICLE{10024411,
author={Wang, Jian-Li and Huang, Ting-Zhu and Zhao, Xi-Le and Miao, Yu-Chun},
journal={IEEE Signal Processing Letters},
title={Complex Video Completion Fusing Low-Rank Background and Deep Foreground Priors},
year={2022},
volume={29},
number={},
pages={2737-2741}
}
2021
Multi-Dimensional Visual Data Completion via Low-Rank Tensor Representation Under Coupled Transform
Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Michael K. Ng
IEEE Transactions on Image Processing, vol 30, pp. 3581-3596, 2021
Publisher's Version BibTeX @ARTICLE{9372832,
author={Wang, Jian-Li and Huang, Ting-Zhu and Zhao, Xi-Le and Jiang, Tai-Xiang and Ng, Michael K.},
journal={IEEE Transactions on Image Processing},
title={Multi-Dimensional Visual Data Completion via Low-Rank Tensor Representation Under Coupled Transform},
year={2021},
volume={30},
number={},
pages={3581-3596}
}
Tensor Completion via Collaborative Sparse and Low-Rank Transforms
Ben-Zheng Li, Xi-Le Zhao, Jian-Li Wang, Yong Chen, Tai-Xiang Jiang, Jun Liu
Proceedings of the IEEE Transactions on Computational Imaging, vol. 7, pp. 1289-1303, 2021
Publisher's Version BibTeX @ARTICLE{9612046,
author={Li, Ben-Zheng and Zhao, Xi-Le and Wang, Jian-Li and Chen, Yong and Jiang, Tai-Xiang and Liu, Jun},
journal={IEEE Transactions on Computational Imaging},
title={Tensor Completion Via Collaborative Sparse and Low-Rank Transforms},
year={2021},
volume={7},
number={},
pages={1289-1303}
}
Hyperspectral Denoising via Global Tensor Ring Decomposition and Local Unsupervised Deep Image Prior
Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Teng-Yu Ji, Tai-Xiang Jiang
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, pp. 4119-4122, 2021
2019
Reweighted Block Sparsity Regularization for Remote Sensing Images Destriping
Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Jie Huang, Tian-Hui Ma, Yu-Bang Zheng
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol 12, no 12, pp. 4951-4963, 2019
Publisher's Version Code BibTeX @ARTICLE{8855071,
author={Wang, Jian-Li and Huang, Ting-Zhu and Zhao, Xi-Le and Huang, Jie and Ma, Tian-Hui and Zheng, Yu-Bang},
journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
title={Reweighted Block Sparsity Regularization for Remote Sensing Images Destriping},
year={2019},
volume={12},
number={12},
pages={4951-4963}
}
A Sheared Low-Rank Model for Oblique Stripe Removal
Jian-Li Wang, Ting-Zhu Huang, Tian-Hui Ma, Xi-Le Zhao, Yong Chen
Applied Mathematics and Computation, vol 360, pp. 167-180, 2019
Publisher's Version Code BibTeX @article{wang2019sheared,
title={A sheared low-rank model for oblique stripe removal},
author={Wang, Jian-Li and Huang, Ting-Zhu and Ma, Tian-Hui and Zhao, Xi-Le and Chen, Yong},
journal={Applied mathematics and computation},
volume={360},
pages={167--180},
year={2019},
publisher={Elsevier}
}
, 2021,.png)
