Dr Yuxiang ZHANG

Education:

Yuxiang Zhang received his B.S. degree and M.S. degree in control science and engineering from Beijing University of Chemical Technology, Beijing, China, in 2017 and 2020, and Ph.D. degree in Beijing Institute of Technology in 2024.

Research Interest:

• Global land cover mapping

• Transfer learning

• Deep learning-based remote sensing image processing

Publications:

Y. Zhang, S. Liang, W. Li, H. Ma, J. Xu, Y. Ma, J. Xie, W. Li, M. Zhang, R Tao et al., “UniTS: Unified Time Series Generative Model for Remote Sensing,” [preprint arXiv:2512.04461]

Y. Zhang, W. Li, M. Zhang, J. Han, R. Tao, S. Liang, “SpectralX: Parameter-efficient domain generalization for spectral remote sensing foundation models,” [preprint arXiv:2508.01731]

Y. Zhang, W. Li, W. Jia, M. Zhang, R. Tao and S. Liang, "Cross-Domain Hyperspectral Image Classification Based on Bi-Directional Domain Adaptation," in IEEE Transactions on Circuits and Systems for Video Technology, vol. 35, no. 12, pp. 12038-12051, Dec. 2025, doi: 10.1109/TCSVT.2025.3586282.

Y. Zhang, W. Li, W. Jia, M. Zhang, R. Tao and S. Liang, "Cross-Domain Hyperspectral Image Classification Based on Bi-Directional Domain Adaptation," in IEEE Transactions on Circuits and Systems for Video Technology, vol. 35, no. 12, pp. 12038-12051, 2025, doi: 10.1109/TCSVT.2025.3586282.

Y. Zhang, M. Zhang, W. Li and R. Tao, "Multi-Modal Domain Generalization for Cross-Scene Hyperspectral Image Classification," ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 2023, pp. 1-5.

Y. Zhang, W. Li*, W. Sun, R. Tao and Q. Du, "Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification", IEEE Transactions on Image Processing, 2023.

Y. Zhang, M. Zhang, W. Li and R. Tao, "Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification", IEEE Transactions on Geoscience and Remote Sensing, 2023.

Y. Zhang, W. Li, M. Zhang, R. Tao, and Q. Du, "Graph Information Aggregation Cross-domain Few-shot Learning for Hyperspectral Image Classification," in IEEE Transactions on Neural Networks and Learning Systems, 2022.

Y. Zhang, W. Li*, M. Zhang, and R. Tao "Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification," in IEEE Transactions on Neural Networks and Learning Systems, 2021.

Y. Zhang, W. Li*, R. Tao, J. Peng, Q. Du and Z. Cai, "Cross-Scene Hyperspectral Image Classification with Discriminative Cooperative Alignment," in IEEE Transactions on Geoscience and Remote Sensing, 2021.

Y. Zhang, W. Li*, W. Jia, M. Zhang, R. Tao and S. Liang, "Cross-domain Hyperspectral Image Classification based on Bi-directional Domain Adaptation," in IEEE Transactions on Circuits and Systems for Video Technology, 2025.

Y. Zhang, W. Li*, H. Li, R. Tao, and Q. Du, "Discriminative Marginalized Least Squares Regression for Hyperspectral Image Classification," IEEE Transactions on Geoscience and Remote Sensing, 2020.

Y. Zhang, M. Zhang, W. Li and R. Tao, "Multi-Modal Domain Generalization for Cross-Scene Hyperspectral Image Classification," ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 2023.

Y. Zhang, W. Li, M. Zhang, "Dual Graph Cross-Domain Few-Shot Learning for Hyperspectral Image Classification," ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, 2022.