Portrait of Yongchuan Cui

Yongchuan Cui崔永川

JC STEM Lab of Quantitative Remote Sensing
The University of Hong Kong
香港大学
赛马会定量遥感 STEM 实验室


I am a Ph.D. student at the University of Hong Kong, supervised by Prof. Shunlin Liang (IEEE Fellow and AAAS Fellow). My research focuses on AI for EO, computer vision, Earth embedding, and image restoration and fusion. Previously, I received my M.Eng. from the University of Chinese Academy of Sciences and the Aerospace Information Research Institute, Chinese Academy of Sciences, where I was advised by Prof. Peng Liu (IEEE Senior Member). Prior to my graduate studies, I received my B.E. in Data Science and Big Data Technology from China University of Geosciences, Wuhan. I am passionate about exploring innovative solutions to complex problems and collaborating with like-minded researchers. Feel free to reach out!

我现为香港大学博士生,师从梁顺林教授(IEEE Fellow、AAAS Fellow)。我的研究方向包括 AI for EO、计算机视觉、Earth embedding 以及图像复原与融合。此前,我在中国科学院大学与中国科学院空天信息创新研究院取得工学硕士学位,师从刘鹏教授(IEEE Senior Member)。在攻读研究生之前,我在中国地质大学(武汉)取得数据科学与大数据技术专业工学学士学位。我热衷于探索复杂问题的创新解决方案,并与志同道合的研究者合作。欢迎联系我!

RECRUITING: We welcome highly motivated undergraduate and graduate students to join us for ambitious, high-impact thesis projects. Selected students will work closely with us on cutting-edge research targeting top-tier journals and conferences. Our previous student collaborators have successfully published in Information Fusion (IF: 17.4) and IEEE Transactions on Geoscience and Remote Sensing (IF: 8.6). If you are interested in working with us, please email me—whether you already have a project idea or are looking for a promising research direction, we would be happy to discuss potential topics with you.

招募中:我们诚邀优秀且有动力的本科生和研究生加入,参与具有挑战性和影响力的毕业论文研究。入选者将与我们紧密合作,探索前沿课题,并以在顶级期刊或会议发表成果为目标。此前参与合作的学生已成功在 Information Fusion(IF:17.4)和 IEEE Transactions on Geoscience and Remote Sensing(IF:8.6)发表论文。如果你有兴趣参与合作,欢迎给我发邮件。无论你已有具体想法,还是正在寻找合适的研究课题,我们都很乐意与你讨论潜在方向。


News动态

[More news][更多动态]
  • Two papers were accepted by IEEE IGARSS 2025.两篇论文被 IEEE IGARSS 2025 接收。
  • One paper was accepted by IEEE Internet of Things Journal.一篇论文被 IEEE Internet of Things Journal 接收。
  • One paper was accepted by ISPRS Journal of Photogrammetry and Remote Sensing.一篇论文被 ISPRS Journal of Photogrammetry and Remote Sensing 接收。
  • Received the China National Scholarship.获得国家奖学金。
  • Placed 5th of 229 teams and received Third Prize in the NSFC Remote Sensing Contest.获国自然遥感智能处理竞赛三等奖,排名 5/229。
  • Named Merit Student of UCAS.获中国科学院大学三好学生。
  • One paper was accepted by IEEE Geoscience and Remote Sensing Letters.一篇论文被 IEEE Geoscience and Remote Sensing Letters 接收。

Selected Work代表工作

Overview of Earth embedding research, products, applications, and geographic distribution

Earth Embedding Products for Geospatial Analysis: Foundations, Applications, and Open Challenges

Yongchuan Cui, Keli Shi, Shunlin Liang

EarthArXiv preprint, 2026

Architecture of the LLaRS multimodal remote sensing foundation model

A Unified Foundation Model for All-in-One Multi-Modal Remote Sensing Image Restoration and Fusion with Language Prompting

Yongchuan Cui, Peng Liu

arXiv preprint, 2026

Training dynamics and anomaly detection results of Super-AD

Overcoming the Identity Mapping Problem in Self-Supervised Hyperspectral Anomaly Detection

Yongchuan Cui, Jinhe Zhang, Zedong Yan, Peng Liu, Weijing Song, Yi Zeng

IEEE Transactions on Geoscience and Remote Sensing, 2025

Feature distributions before and after applying UniPAN

Enpowering Your Pansharpening Models with Generalizability: Unified Distribution is All You Need

Yongchuan Cui, Peng Liu, Hui Zhang

International Conference on Computer Vision (ICCV), 2025

Predictive filtering framework used by PreMix for image restoration

Pansharpening via Predictive Filtering with Element-wise Feature Mixing

Yongchuan Cui, Peng Liu, Yan Ma, Lajiao Chen, Mengzhen Xu, Xingyan Guo

ISPRS Journal of Photogrammetry and Remote Sensing, 2025

* Equal contribution; † Corresponding author.* 共同贡献;† 通讯作者。


Education教育经历

Ph.D. in Geography, The University of Hong Kong地理学博士(在读),香港大学
Research focus: AI for EO研究方向:AI for EO
M.Eng., University of Chinese Academy of Sciences & AIRCAS工学硕士,中国科学院大学 & 中国科学院空天信息创新研究院
Signal and Information Processing信号与信息处理
B.E., China University of Geosciences, Wuhan工学学士,中国地质大学(武汉)
Data Science and Big Data Technology数据科学与大数据技术

Selected Honors主要荣誉


Academic Service学术服务

Reviewer for IEEE TCSVT, IEEE TGRS, ISPRS Journal of Photogrammetry and Remote Sensing, Signal, Image and Video Processing, Cognitive Computation, NPJ Heritage Science, Multimedia Systems, and AAAI.

担任 IEEE TCSVT、IEEE TGRS、ISPRS Journal of Photogrammetry and Remote Sensing、Signal, Image and Video Processing、Cognitive Computation、NPJ Heritage Science、Multimedia Systems 及 AAAI 审稿人。