I am actively seeking postdoctoral opportunities starting in June 2025. 🫡🫡

My research interest includes deep learning, remote sensing, hyperspectral, image processing, and wetland mapping.

Email: immortal@whu.edu.cn

🎓 Part I: Education

2020 – 2025, M.Sc. & Ph.D. in Photogrammetry and Remote Sensing, Wuhan University.
2016 – 2020, B.Sc. in Surveying and Mapping Engineering, China University of Mining & Technology-Beijing.

📒 Part II: Publications

H. Zhang^∗ , J. Zou^∗, and L. Zhang, “EMS-GCN: An end-to-end mixhop superpixel-based graph convolutional network for hyperspectral image classification,” IEEE Transactions on Geoscience and Remote Sensing, vol. 60, 2022, Art. no. 5526116. [Paper] [Code]
J. Zou, W. He, and H. Zhang^∗, “LESSFormer: Local-enhanced spectral–spatial transformer for hyperspectral image classification,” IEEE Transactions on Geoscience and Remote Sensing, vol. 60, 2022, Art. no. 5535416. [Paper] [Code]
J. Zou, W. He, and H. Zhang^∗ , “PSFormer: Pyramid superpixel transformer for hyperspectral image classification,” IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1–16, 2024. [Paper] [Code]
X. An, W. He∗ , J. Zou, G. Yang, and H. Zhang^∗, “Pretrain a remote sensing foundation model by promoting intra-instance similarity,” IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1–15, 2024. [Paper] [Code]
Y. Liu, Y. Wang, Y. Zhang, S. Mei, J. Zou, Z. Li, F. Lu, W. He, H. Zhang, H. Zhao, C. Chen, C. Xia, H. Li^∗, G. Vivone, R. Hänsch, G. Taskin, J. Yao, A. K. Qin, B. Zhang, J. Chanussot, and D. Hong^∗, “Cross-city semantic segmentation (c2seg) in multi-modal remote sensing: Outcome of the 2023 ieee whispers c2seg challenge,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 17, pp. 8851–8862, 2024 [Paper] [Code]

J. Zou, Z. Li, F. Lu, W. He, and H. Zhang^∗, “Multimodal unsupervised domain adaptation for remote sensing image segmentation,” in 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2023, pp. 1–5. [Paper] [Code]
Z. Li, F. Lu, J. Zou, L. Hu, and H. Zhang^∗, “Generalized few-shot meets remote sensing: Discovering novel classes in land cover mapping via hybrid semantic segmentation framework,” in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024, pp. 2744–2754. [Paper] [Code]
Z. Li, J. Zou, F. Lu, and H. Zhang^∗, “Multi-stage pseudo-label iteration framework for semi-supervised land-cover mapping,” in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, 2022, pp. 4607–4610. [Paper]

Apr 2024, 1st Place in CVPR Workshop Challenge, Seattle, United States (OpenEarthMap Land Cover Mapping Few-Shot)
Oct 2024, 2nd Place in National Finals, Shanghai, China (China International College Students’ Innovation Competition)
Sep 2023, 2nd Place in IEEE Whispers Challenge, Athens, Greece (Cross-city Multimodal Semantic Segmentation)
Nov 2023, 2nd Place in National Finals, Tianjin, China (China International College Students’ Innovation Competition)
Nov 2022, 1st Place in National Hyperspectral Image Processing and Application Competition, Shenzhen, China (Spectral-Spatial Transformer for Coastal Wetland Land Cover Classification Using Zhuhai-1 Hyperspectral Imagery)
Mar 2022, 2nd Place in IEEE Data Fusion Contest, Kuala Lumpur, Malaysia (Semi-supervised Learning for Land Cover Classification)

Jul 2023, Excellent Presentation Award in Remote Sensing of Wetlands Conference, Shandong, China
Dec 2023, Best Presentation Award (1st Place) in International Graduate Workshop on Geoinformatics Conference, Hong Kong, China
Dec 2022, Excellent Presentation Award in International Graduate Workshop on Geoinformatics Conference, Wuhan, China

May 2024, 1st Place in Women’s Doubles Wuhan, China Postgraduate Table Tennis Competition of Wuhan University
May 2022, 1st Place in Team Wuhan, China Postgraduate Table Tennis Competition of Wuhan University
May 2022, 1st Place in Mixed Doubles Wuhan, China Postgraduate Table Tennis Competition of Wuhan University
May 2021, 1st Place in Women’s Singles Wuhan, China Postgraduate Table Tennis Competition of Wuhan University
May 2018, 6th Place in Women’s Team Beijing, China Capital City Table Tennis Tournament

Jiaqi Zou enjoys a wide range of activities, including music, table tennis, badminton, and fitness.