| 2025 | CVPR | Hyperspectral Pansharpening via Diffusion Models with Iteratively Zero-Shot Guidance. | Jin-Liang Xiao, Ting-Zhu Huang, Liang-Jian Deng, Guang Lin, Zihan Cao, Chao Li, Qibin Zhao |
| 2025 | EMNLP | A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making. | Xiao Wu, Ting-Zhu Huang, Liang-Jian Deng, Yanyuan Qiao, Imran Razzak, Yutong Xie |
| 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 | 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 |
| 2024 | IGARSS | A Novel Fidelity Based on the Adaptive Domain for Pansharpening. | Jin-Liang Xiao, Ting-Zhu Huang, Liang-Jian Deng, Ting Xu |
| 2024 | IGARSS | Sparsity Regularized Rank-(L,M,N) Block Term Decomposition for Hyperspectral Image Mixed Noise Removal. | Hao Zhang, Ting-Zhu Huang, Jie Lin, Tai-Xiang Jiang |
| 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 |
| 2022 | IJCAI | A Decoder-free Transformer-like Architecture for High-efficiency Single Image Deraining. | Xiao Wu, Ting-Zhu Huang, Liang-Jian Deng, Tian-Jing Zhang |
| 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 | ICCV | Dynamic Cross Feature Fusion for Remote Sensing Pansharpening. | Xiao Wu, Ting-Zhu Huang, Liang-Jian Deng, Tian-Jing Zhang |
| 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 | Endmember Constraint Non-Negative Tensor Factorization Via Total Variation for Hyperspectral Unmixing. | Jin-Ju Wang, Ding-Cheng Wang, Ting-Zhu Huang, Jie Huang |
| 2021 | IGARSS | A Variational Approach with Nonlocal Self-Similarity and Joint-Sparsity for Hyperspectral Image Super-Resolution. | Ting Xu, Ting-Zhu Huang, Yong Chen, Jie Huang, Liang-Jian Deng |
| 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 | Enhancing Reweighted Low-Rank Representation for Hyperspectral Image Unmixing. | Wu-Chao Di, Jie Huang, Jin-Ju Wang, Ting-Zhu Huang |
| 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 | Pan-Sharpening Via RoG-Based Filtering. | Ziyao Zhang, Ting-Zhu Huang, Liang-Jian Deng, Jie Huang, Hong-Xia Dou |
| 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 |
| 2019 | IGARSS | Weighted Group Sparsity Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Restoration. | Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang |
| 2019 | IGARSS | Total Variation Regularized Low-Rank Sparsity Decomposition for Blind Cloud and Cloud Shadow Removal from Multitemporal Imagery. | Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang |
| 2019 | IGARSS | Unidirectional Sparse Tensor Based Model for the Noise Removal of Remote Sensing Image. | Hong-Xia Dou, Ting-Zhu Huang, Liang-Jian Deng, Ziyao Zhang |
| 2018 | IGARSS | Adaptive Hyperspectral Mixed Noise Removal. | Tai-Xiang Jiang, Lina Zhuang, Ting-Zhu Huang, Jos M. Bioucas-Dias |
| 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 | ICASSP | Integration of multiple genomic imaging data for the study of schizophrenia using joint nonnegative matrix factorization. | Min Wang, Ting-Zhu Huang, Vince D. Calhoun, Jian Fang, Yu-Ping Wang |
| 2017 | ICIP | Stripe noise removal of remote sensing image with a directional l0 sparse model. | Hong-Xia Dou, Ting-Zhu Huang, Liang-Jian Deng, Yong Chen |
| 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 |
| 2016 | ICPR | Multi-stage multi-task feature learning via adaptive threshold. | Yaru Fan, Yilun Wang, Ting-Zhu Huang |
| 2015 | MMSP | Heaviside image edge sharpening. | Liang-Jian Deng, Weihong Guo, Ting-Zhu Huang, Xi-Le Zhao |
| 2010 | NSS | An Improved PageRank Algorithm: Immune to Spam. | Bing-Yuan Pu, Ting-Zhu Huang, Chun Wen |