| 2026 | AAAI | Self-Supervised One-Step Diffusion Refinement for Snapshot Compressive Imaging. | Shaoguang Huang, Yunzhen Wang, Haijin Zeng, Hongyu Chen, Hongyan Zhang |
| 2025 | ICASSP | Heterogeneous Data-based Cross-domain Few-shot Classification Method of Hyperspectral Image. | Kun Zhao, Shaoguang Huang, Hongyu Chen, Hongyan Zhang |
| 2024 | ICIP | Contextuality Helps Representation Learning for Generalized Category Discovery. | Tingzhang Luo, Mingxuan Du, Jiatao Shi, Xinxiang Chen, Bingchen Zhao, Shaoguang Huang |
| 2024 | IGARSS | A Locally Enhanced Transformer Network for Hyperspectral Image Classification. | Wei Xiao, Shaoguang Huang, Mbulisi Sibanda, Elhadi Adam, Hongyan Zhang |
| 2023 | IGARSS | Hyperspectral Image Denoising with Discrete Cosine Transform and CNN Denoiser. | Lingsheng Wu, Rui Wang, Shaoguang Huang |
| 2020 | ICIP | Sketched Sparse Subspace Clustering For Large-Scale Hyperspectral Images. | Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica |
| 2019 | IGARSS | Landmark-Based Large-Scale Sparse Subspace Clustering Method for Hyperspectral Images. | Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica |
| 2018 | ICIP | Joint Sparsity Based Sparse Subspace Clustering for Hyperspectral Images. | Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica |
| 2017 | ICIP | Robust joint sparsity model for hyperspectral image classification. | Shaoguang Huang, Hongyan Zhang, Wenzhi Liao, Aleksandra Pizurica |
| 1993 | CVPR | Using topological information of images to improve stereo matching. | Jin Liu, Shaoguang Huang |