📎 About me
I am currently a Post-doc Researcher at High Performance Geo-Computing Group (HPGC), based in the Shenzhen International Graduate School, Tsinghua University, working with Prof. Haohuan Fu. I received my Ph.D. degree (2020-2025) from College of Engineering, Peking Univeristy, advised by Prof. Chengqi Cheng. Prior to that, I earned the Bachelor degree (2014-2020) from College of Surveying and Geo-Informatics, Tongji University, advised by Prof. Yongjiu Feng.
My research focuses on intelligent interpretation of remote sensing and urban environment modeling. I am currently interested in developing deep learning methods to enable cost-effective, large-scale interpretation of hyperspectral remote sensing images in complex real-world scenarios. I have also conducted research on spatial grid modeling, and urban environmental simulation and assessment.
🔥 News
- 2026.06: 🎉🎉 One paper accepted by PR!
- 2026.02: 🎉🎉 One paper accepted by CVPR 2026!
- 2026.02: 🎉🎉 One paper accepted by IEEE GRSM!
📝 Publications
(*Corresponding Author, #Equal contribution)
SAGE: Style-Adaptive Generalization for Privacy-Constrained Semantic Segmentation Across Domains
Qingmei Li, Yang Zhang, Peifeng Zhang, Haohuan Fu*, Juepeng Zheng*
- The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026 (CCF-A, Acceptance rate: 25.42%)
Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind
Qingmei Li#, Yang Zhang#, Zurong Mai#, Yuhang Chen, Shuohong Lou, Henglian Huang, Jiarui Zhang, Zhiwei Zhang, Yibin Wen, Weijia Li, Haohuan Fu, Jianxi Huang, Juepeng Zheng*
- The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS D&B), 2025 (CCF-A, Acceptance rate: 24.91%)
Qingmei Li, Yang Zhang, Juepeng Zheng*, Yuxiang Zhang, Jianxi Huang, Haohuan Fu
- IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025 (中科院一区TOP, CCF-B, IF=8.6)
Qingmei Li, Yibin Wen, Juepeng Zheng*, Yuxiang Zhang, Haohuan Fu
- IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024 (中科院一区TOP, CCF-B, IF=8.6)
- Juepeng Zheng, Yibin Wen, Peifeng Zhang, Qingmei Li*, Yang Zhang, Haohuan Fu. GALA: A GlobAl-LocAl cluster approach for Multi-Source Active Domain Adaptation [J]. IEEE Geoscience and Remote Sensing Magazine, 2026. (中科院一区TOP, IF=16.4)
- Juepeng Zheng, Zi Ye, Yibin Wen, Jianxi Huang*, Zhiwei Zhang, Qingmei Li*, Qiong Hu, Baodong Xu, Lingyuan Zhao, Haohuan Fu. A comprehensive review of agricultural parcel and boundary delineation from remote sensing images: Recent progress and future perspectives [J]. IEEE Geoscience and Remote Sensing Magazine, 2026. (中科院一区TOP, IF=16.4)
- Qingmei Li, Juepeng Zheng*, Shuai Yuan, Lixian Zhang, Runmin Dong, Haohuan Fu. RAV model: Study on urban refined climate environment assessment and ventilation corridors construction [J]. Building and Environment (BAE), 2024 (中科院一区TOP, IF=7.6)
- Qingmei Li, Yongjiu Feng*, Xiaohua Tong, Yilun Zhou, Peiqi Wu, Huan Xie, Yanmin Jin*, Peng Chen, Shijie Liu, Xiong Xu, Sicong Liu, Chao Wang. Firefly algorithm-based cellular automata for reproducing urban growth and predicting future scenarios[J]. Sustainable Cities and Society (SCS), 2022 (中科院一区TOP, IF=12.0)
- Qingmei Li, Peifeng Zhang, Juepeng Zheng. Cross-scene Hyperspectral Image Classification via Topology-Aware Learning without Source Data[C]. 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).(CCF-B, Oral)
- Qingmei Li, Xin Chen, Xiaochong Tong, et al. An Information Fusion Model between GeoSOT Grid and Global Hexagonal Equal Area Grid[J]. ISPRS International Journal of Geo-Information, 2022, 11(4): 265.
- Zhonggang Zheng, Qingmei Li*, Kun Fu. Evaluation Model of Remote Sensing Satellites Cooperative Observation Capability[J]. Remote Sensing, 2021, 13(9):1717.
- Qingmei Li, Yibin Wen, Juepeng Zheng, et al. Universal Domain Adaptation for Hyperspectral Image Classification[C]. 2024 IEEE International Geoscience and Remote Sensing Symposium IGARSS.
- Yongjiu Feng*, Qingmei Li, Xiaohua Tong*, et al. Spatiotemporal spread pattern of the COVID-19 cases in China. PLoS One, 2020, 15(12), e0244351.
- 冯永玖,李庆美,童小华,等.融合萤火虫算法和元胞自动机的城市扩张模拟预测方法[P]. 中国专利: CN112163367B. 2023-02-07.
🎖 Honors and Awards
- 2024.11, President’s Scholarship, Peking University.
- 2022.12 and 2024.12, National Scholarship for Graduate Student, Peking University.
- 2020.07, Shanghai Outstanding Graduates Award, Tongji University.
- 2020.07, Pursuit of Excellence Nomination Award, Tongji University.
- 2018.12 and 2019.12, National Scholarship for Undergraduate Student, Tongji University.
- 2016.12 and 2017.09, Outstanding Soldier Award.
📖 Educations
- 2020.09 - 2025.06, Ph.D., College of Engineering, Peking Univeristy, advised by Prof. Chengqi Cheng.
- 2014.09 - 2020.07, B.E., College of Surveying and Geographic Informatics, Tongji University, advised by Prof. Yongjiu Feng.
💻 Work Experience
- 2025.07 - Now, Tsinghua Shenzhen International Graduate School, Shenzhen, Post-doc.
- 2015.09 - 2017.09, People’s Liberation Army of China, Jiuquan, Compulsory service.