| 2026 | AAAI | Less Is More: Rethinking Parameter-Efficient Fine-Tuning from a Subtractive Perspective. | Tianqi Jiang, Liu Yang, Xi-Le Zhao, Zixuan Qin, Qinghua Hu |
| 2026 | ACL | Hebbian-Guided Bi-Directional Rank Adaptation for Parameter-Efficient Fine-Tuning. | Xing Zhao, Liu Yang, Xi-Le Zhao, Yueqi Yang, Tianqi Jiang |
| 2025 | ICCV | Blind Noisy Image Deblurring Using Residual Guidance Strategy. | Heyan Liu, Jianing Sun, Jun Liu, Xi-Le Zhao, Tingting Wu, Tieyong Zeng |
| 2024 | CVPR | SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective. | Yu-Bang Zheng, Xi-Le Zhao, Junhua Zeng, Chao Li, Qibin Zhao, Heng-Chao Li, Ting-Zhu Huang |
| 2024 | IGARSS | Feature-Domain Fidelity and Tensor Low-Rank Regularization for Cloud Removal in Remote Sensing Images. | Wen-Jie Zheng, Xiao-Xuan Bai, Yu-Bang Zheng, Ya-Ru Fan, Ting-Zhu Huang, Xi-Le Zhao |
| 2024 | IGARSS | Bi-Level Tensor Decomposition for Hyperspectral Image Restoration. | Yun-Yang Liu, Xi-Le Zhao, Jinyu Xie, Zhi Xu, Gemine Vivone |
| 2022 | CVPR | Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity. | Yuntong Ye, Changfeng Yu, Yi Chang, Lin Zhu, Xi-Le Zhao, Luxin Yan, Yonghong Tian |
| 2022 | IJCAI | Degradation Accordant Plug-and-Play for Low-Rank Tensor Completion. | Yexun Hu, Tai-Xiang Jiang, Xi-Le Zhao |
| 2021 | AAAI | Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion. | Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Qibin Zhao, Tai-Xiang Jiang |
| 2021 | IGARSS | 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 |
| 2021 | IGARSS | Factor-Regularized Nonnegative Tensor Decomposition for Blind Hyperspectral Unmixing. | Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Jie Lin, Jinghua Yang |
| 2021 | IGARSS | A Blind Cloud/Shadow Removal Strategy for Multi-Temporal Remote Sensing Images. | Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Meng Ding, Yong Chen, Tai-Xiang Jiang |
| 2019 | ICIP | Rain Streaks Removal for Single Image Via Directional Total Variation Regularization. | Yugang Wang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Tai-Xiang Jiang |
| 2019 | IGARSS | Constrained Low-Tubal-Rank Tensor Recovery for Hyperspectral Images Mixed Noise Removal by Bilateral Random Projections. | Hao Zhang, Xi-Le Zhao, Tai-Xiang Jiang, Michael Kwok-Po Ng |
| 2019 | IGARSS | Hyperspectral Image Denoising Via Convex Low-Fibered-Rank Regularization. | Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Jie Huang |
| 2017 | CVPR | A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors. | Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Yao Wang |
| 2017 | ICIP | Group-based truncated l1-2 model for image inpainting. | Tian-Hui Ma, Yifei Lou, Ting-Zhu Huang, Xi-Le Zhao |
| 2017 | ICIP | Image fusion via dynamic gradient sparsity and anisotropic spectral-spatial total variation. | Chao-Chao Zheng, Ting-Zhu Huang, Liang-Jian Deng, Xi-Le Zhao, Hong-Xia Dou |
| 2015 | MMSP | Heaviside image edge sharpening. | Liang-Jian Deng, Weihong Guo, Ting-Zhu Huang, Xi-Le Zhao |