杨晨，女，教授，博士生导师。2010年6月毕业于吉林大学数字地质科学专业，获博士学位，同年7月留校任教。2010年9月至2013年1月，在吉林大学符号计算与知识工程教育部重点实验室从事师资博士后研究；其间，于2011年12月至2012年6月获欧盟项目资助，赴意大利特伦托大学遥感实验室开展博士后研究。2013年9月任副教授。2014年1月，加入欧阳自远院士团队，在中国科学院国家天文台月球与深空探测重点实验室从事博士后研究。2023年9月任教授，2024年1月入选吉林大学“唐敖庆学者”领军教授。

依托我国月球探测工程“嫦娥工程”和火星探测任务“天问一号”，聚焦月球撞击坑智能识别与地质年代标定、月球表面化学成分分析、火星典型形貌智能识别等关键科学问题，取得了系列创新性成果。以第一/通讯作者在Nature Communications（Nature子刊）发表论文2篇，在IEEE Transactions on Geoscience and Remote Sensing上发表论文7篇；获国家授权发明专利5项。2014 年和 2015 年获得省部级科技进步奖 2 项。主持国家自然科学基金面上项目1项、国家自然科学基金月球与深空探测专项项目1项、吉林省科技厅项目3项。

代表性论文：

1. Chen Yang*; Xinmei Zhang; Lorenzo Bruzzone; Bin Liu; Dawei Liu; Xin Ren; Jon Atli Benediktsson; Yanchun Liang; Bo Yang; Minghao Yin; Haishi Zhao*; Renchu Guan*; Chunlai Li*; Ziyuan Ouyang; Comprehensive mapping of lunar surface chemistry by adding Chang'e-5 samples with deep learning, Nature Communications, 2023, 14(7554).

2. Chen Yang*; Haishi Zhao; Lorenzo Bruzzone; Jon Atli Benediktsson; Yanchun Liang; Bin Liu; Xingguo Zeng; Renchu Guan*; Chunlai Li*; Ziyuan Ouyang; Lunar impact craters identification and age estimation with Chang'E data by deep and transfer learning, Nature Communications, 2020, 11(6358). [亮点(Highlighting)文章]

3. Chen Yang; Minghao Zhao; Lorenzo Bruzzone; Renchu Guan; Haishi Zhao*; Crossmodality adaptive feature fusion for multi-type and multi-scale impact craters identification onMars, IEEE Transactions on Geoscience and Remote Sensing, 2025, 63(5613013).

4. Renchu Guan; Mingming Wang; Lorenzo Bruzzone; Zhao Haishi; Chen Yang*; Lightweight Attention Network for Very High-Resolution Image Semantic Segmentation, IEEE Transactions on Geoscience and Remote Sensing, 2023, 61(4403514).

5. Haishi Zhao; Fengfeng Zhou; Lorenzo Bruzzone; Renchu Guan*; Chen Yang* ; Superpixel-level global and local similarity graph-based clustering for large hyperspectral images, IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 1-16.

6. Haishi Zhao; Lorenzo Bruzzone; Renchu Guan; Fengfeng Zhou; Chen Yang* ; Spectral-spatial genetic algorithm-based unsupervised band selection for hyperspectral image classification, IEEE Transactions on Geoscience and Remote Sensing, 2021, 59(11): 9616-9632.

7. Chen Yang; Yinghong Wu; Haishi Zhao; Minghao Zhao*; Transformer-based multi-modal fusion for Martian impact crater classification, Remote Sensing, 2026, 18(4).

8. Chen Yang; Nan Zhang; Renchu Guan; Haishi Zhao; Mapping Cones on Mars in HighResolution Planetary Images with Deep Learning-Based Instance Segmentation, Remote Sensing, 2024, 16(2). 

9. Chen Yang; Lorenzo Bruzzone; Haishi Zhao; Yulei Tan; Renchu Guan ; Superpixel-based unsupervised band selection for classification of hyperspectral images, IEEE Transations on Geoscience and Remote Sensing, 2018, 56(12): 7230-7245.

10. Yulei Tan; Laijun Lu; Lorenzo Bruzzone; Renchu Guan; Zhiyong Chang*; Chen Yang*. Hyperspectral band selection for lithologic discrimination and geological mapping, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13: 471-486.