胡媛，北京大学博雅博士后获得者

合作导师：刘瑜教授

研究方向：遥感视觉，遥感大模型

教育经历：

2018年9月-2019年9月，访问学者，新加坡国立大学

2015年9月-2020年7月：博士，中国科学院大学

2011年9月-2015年6月：学士，武汉大学

工作经历：

2020年7月-2023年8月：阿里达摩院 高级算法工程师

2023年9月-至今：北京大学 博雅博士后

期刊论文：

*表示共同一作

Xiang Li*, Congcong Wen*,Yuan Hu*, Zhenghang Yuan,andXiao Xiang Zhu(2024). Vision-language models in remote sensing: Current progress and future trends. IEEE Geoscience and Remote Sensing Magazine.

Yuan Hu, Zhibin Wang, Zhou Huang,andYu Liu (2023). PolyRoad: Polyline Transformer for Topological Road-Boundary Detection. IEEE Transactions on Geoscience and Remote Sensing.

Yuan Hu, Zhibin Wang, Zhou Huang,andYu Liu (2023). PolyBuilding: Polygon transformer for building extraction. ISPRS Journal of Photogrammetry and Remote Sensing.

Yuan Hu, Lei Chen, Zhibin Wang,andHao Li(2023). SwinVRNN: A Data‐Driven Ensemble Forecasting Model via Learned Distribution Perturbation. Journal of Advances in Modeling Earth Systems.

Yuan Hu, Lei Chen, Zhibin Wang, Xiang Pan,andHao Li (2021). Towards a more realistic and detailed deep-learning-based radar echo extrapolation method. Remote Sensing.

Yuan Hu, Yunpeng Chen, Xiang Li,andJiashi Feng (2019). Dynamic feature fusion for semantic edge detection. In Proceedings of the 28th International Joint Conference on Artificial Intelligence.

Yuan Hu, Xiang Li, Nan Zhou, Lina Yang, Ling Peng,andSha Xiao (2019). A sample update-based convolutional neural network framework for object detection in large-area remote sensing images. IEEE Geoscience and Remote Sensing Letters.

Yuan Hu, Ling Peng, Xiang Li, Xiaojing Yao, Hui Lin,andTianhe Chi (2018). A novel evolution tree for analyzing the global energy consumption structure. Energy.