@article{wei2025multimodal,
  title={Multimodal Quaternion Representation Network for Multisource Remote Sensing Data Classification},
  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},
  year={2025},
  publisher={IEEE}
}

@article{zhou2025dtr,
  title={DTR: A Unified Deep Tensor Representation Framework for Multimedia Data Recovery},
  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},
  year={2025},
  publisher={IEEE}
}

@article{zhou2025frequency,
  title={Frequency-Aware Implicit Neural Representation for Multi-Dimensional Data Recovery},
  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},
  year={2025},
  publisher={IEEE}
}

@article{li2025low,
  title={Low-Rank Regularized Correlation Filter for Hyperspectral Video Object Tracking},
  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},
  year={2025},
  publisher={IEEE}
}

@article{miao2024snapshot,
  title={Snapshot Compressive Imaging Using Domain-Factorized Deep Video Prior},
  author={Miao, Yu-Chun and Zhao, Xi-Le and Wang, Jian-Li and Fu, Xiao and Wang, Yao},
  journal={IEEE Transactions on Computational Imaging},
  volume={10},
  pages={93--102},
  year={2024}
}

@inproceedings{li2024hyperspectral,
  title={Hyperspectral Images Mixed Noise Removal via Group-Tube Transform Induced Collaborative Sparsity and Low-Rankness},
  author={Li, Ben-Zheng and Ji, Teng-Yu and Wang, Jian-Li},
  booktitle={IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium},
  pages={7618--7621},
  year={2024},
  organization={IEEE}
}

@inproceedings{wu2024hyperspectral,
  title={Hyperspectral Image Denoising via Generalized Kronecker Decomposition-Based Subspace Representation},
  author={Wu, Wei-Hao and Huang, Ting-Zhu and Wang, Min and Chen, Yong and Wang, Jian-Li and Han, Zhi-Long and Li, Jia-Yi},
  booktitle={IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium},
  pages={7622--7625},
  year={2024},
  organization={IEEE}
}

@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}
}

@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}
}

@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}
}

@article{wu2023untrained,
  title={Untrained low-rank neural network prior for multi-dimensional image recovery},
  author={Wu, Wei-Hao and Huang, Ting-Zhu and Zhang, Hao and Wang, Jian-Li and Zhao, Xi-Le},
  journal={IEEE Signal Processing Letters},
  volume={30},
  pages={1647--1651},
  year={2023},
  publisher={IEEE}
}

@article{li2023h2tf,
  title={H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization},
  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},
  volume={20},
  pages={1--5},
  year={2023}
}

@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}
}

@article{wang2022conot,
  title={CoNoT: Coupled Nonlinear Transform-Based Low-Rank Tensor Representation for Multidimensional Image Completion},
  author={Wang, Jian-Li and Huang, Ting-Zhu and Zhao, Xi-Le and Luo, Yi-Si},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  volume={35},
  number={7},
  pages={8969--8983},
  year={2022}
}

@article{wu2022hyperspectral,
  title={Hyperspectral Image Denoising via Tensor Low-Rank Prior and Unsupervised Deep Spatial–Spectral Prior},
  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},
  volume={60},
  pages={1--14},
  year={2022}
}

@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 Transactions on Geoscience and Remote Sensing},
  volume={60},
  pages={1--16},
  year={2022}
}

@article{wang2022complex,
  title={Complex Video Completion Fusing Low-Rank Background and Deep Foreground Priors},
  author={Wang, Jian-Li and Huang, Ting-Zhu and Zhao, Xi-Le and Miao, Yu-Chun},
  journal={IEEE Signal Processing Letters},
  volume={29},
  pages={2737--2741},
  year={2022}
}

@article{wang2021completion,
  title={Multi-Dimensional Visual Data Completion via Low-Rank Tensor Representation Under Coupled Transform},
  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},
  volume={30},
  pages={3581--3596},
  year={2021}
}

@article{li2021completion,
  title={Tensor Completion Via Collaborative Sparse and Low-Rank Transforms},
  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},
  volume={7},
  pages={1289--1303},
  year={2021}
}

@inproceedings{wang2021tensorring,
  title={Hyperspectral Denoising Via Global Tensor Ring Decomposition and Local Unsupervised Deep Image Prior},
  author={Wang, Jian-Li and Huang, Ting-Zhu and Zhao, Xi-Le and Ji, Teng-Yu and Jiang, Tai-Xiang},
  booktitle={2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS},
  pages={4119--4122},
  year={2021}
}

@article{wang2019rewighted,
  title={Reweighted Block Sparsity Regularization for Remote Sensing Images Destriping},
  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},
  volume={12},
  number={12},
  pages={4951--4963},
  year={2019}
}

@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}
}