个人简介
董润敏，现任中山大学人工智能学院副教授，硕士生导师。曾任清华大学“水木学者”博士后、香港大学访问学者、慕尼黑工业大学访问学者。2017年在北京交通大学获得理学学士学位，2022年于清华大学获得理学博士学位。长期从事计算机视觉和遥感应用的交叉研究。近年来，在CVPR、ICCV、IJCAI、ACM MM、RSE、ISPRS、TGRS等计算机CCF-A类会议及遥感领域顶级期刊上发表论文40余篇。主持国家自然科学基金青年基金、博士后面上基金等项目，担任国家重点研发项目子课题负责人等。
工作经历
· 2025.2-至今，中山大学，人工智能学院，副教授
· 2022.06-2025.01，清华大学，地球系统科学系，博士后
研究与招生
研究领域：计算机视觉与遥感方法及应用，主要研究内容包含生成式人工智能(AIGC)、多模态数据融合、遥感基础模型构建、大规模遥感图像智能理解与应用等。
欢迎有意申请中山大学硕士研究生、科研助理、访问实习生，以及有意向提前参与科研的中山大学本科生与我联系。邮箱：dongrm3@mail.sysu.edu.cn
更多信息个人主页：https://dongrunmin.github.io
科研项目
· 国家重点研发计划，2023-2026，45万元，子课题负责人
· 国家自然科学基金委青年基金，2024-2025，20万元，主持
· 中国博士后基金面上项目，2023-2025，8万元，主持
· 产学研横向项目，2023-2024，30万元，主要负责人
主要学术论著
（*通讯作者, 完整列表见Google Scholar:https://scholar.google.com/citations?user=6J2t4zEAAAAJ）
[1] Runmin Dong, Shuai Yuan, Bin Luo, Mengxuan Chen, Jinxiao Zhang, Lixian Zhang, Weijia Li, Juepeng Zheng, and Haohuan Fu*. Building Bridges across Spatial and Temporal Resolutions: Reference-Based Super-Resolution via Change Priors and Conditional Diffusion Model. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 27684-27694). 2024. (CCF-A类会议)
[2] Runmin Dong, Lichao Mou, Mengxuan Chen, Weijia Li, Xinyi Tong, Shuai Yuan, Lixian Zhang, Juepeng Zheng, Xiaoxiang Zhu, and Haohuan Fu*. Large-Scale Land Cover Mapping with Fine-Grained Classes via Class-Aware Semi-Supervised Semantic Segmentation. In Proceedings of the IEEE/CVF International Conference on Computer Vision (pp. 16783-16793). 2023. (CCF-A类会议)
[3] Runmin Dong, Lichao Mou, Lixian Zhang, Haohuan Fu*, and Xiao Xiang Zhu*. Real-World Remote Sensing Image Super-Resolution via a Practical Degradation Model and a Kernel-Aware Network. ISPRS Journal of Photogrammetry and Remote Sensing. 2022, 191, 155-170. (SCI, 中科院一区)
[4] Runmin Dong, Weizhen Fang, Haohuan Fu*, Lin Gan, Jie Wang, and Peng Gong*. High-Resolution Land Cover Mapping Through Learning with Noise Correction. IEEE Transactions on Geoscience and Remote Sensing. 2021, 60, 113. (SCI, 中科院一区)
[5] Runmin Dong, Lixian Zhang and Haohuan Fu*. RRSGAN: Reference-based Super-Resolution for Remote Sensing Image. IEEE Transactions on Geoscience and Remote Sensing. 2021, 60, 117. (SCI, 中科院一区，高被引论文)
[6] Runmin Dong, Lixian Zhang, Weijia Li, Shuai Yuan, Lin Gan, Juepeng Zheng, Haohuan Fu*, Lichao Mou, and Xiao Xiang Zhu*. An Adaptive Image Fusion Method for Sentinel-2 Images and High-Resolution Images with Long-Time Intervals. International Journal of Applied Earth Observation and Geoinformation. 2023, 121, 103381. (SCI, 中科院一区)
[7] Runmin Dong, Cong Li, Haohuan Fu*, Jie Wang, Weijia Li, Yi Yao, Lin Gan, Le Yu, and Peng Gong*. Improving 3-m Resolution Land Cover Mapping Through Efficient Learning from an Imperfect 10-m Resolution Map. Remote Sensing, 2020. (SCI, 中科院二区)
[8] Lixian Zhang, Runmin Dong*, Shuai Yuan, Jinxiao Zhang, Mengxuan Chen, Juepeng Zheng, and Haohuan Fu*. DeepLight: Reconstructing High-Resolution Observations of Nighttime Light with Multi-Modal Remote Sensing Data. In Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI). 2024. (CCF-A类会议)
[9] Jinxiao Zhang, Runmin Dong*, Juepeng Zheng, Mengxuan Chen, Lixian Zhang, Yi Zhao, and Haohuan Fu*. Spatial-Temporal Context Model for Remote Sensing Imagery Compression. In Proceedings of the 32nd ACM International Conference on Multimedia (ACM MM). 2024. (CCF-A类会议)
[10] Lixian Zhang, Shuai Yuan, Runmin Dong*, Juepeng Zheng, Bin Gan, Dengmao Fang, and Haohuan Fu*. SWCARE: Switchable learning and connectivity-aware refinement method for multi-city and diverse-scenario road mapping using remote sensing images. International Journal of Applied Earth Observation and Geoinformation, 2023, 127, 103665. (SCI, 中科院一区)
[11] Weijia Li, Jinhua Yu, Dairong Chen, Yi Lin, Runmin Dong*, Xiang Zhang, Conghui He, and Haohuan Fu*. Fine-Grained Building Function Recognition from Street-View Images via Geometry-Aware Semi-Supervised Learning. International Journal of Applied Earth Observation and Geoinformation. 2025. (SCI, 中科院一区)
