Biography
I’m a first-year master student from IGCS Lab of Sun Yat-sen University under the supervision of Prof. Zheng. I also spent some time at the HPGC research group of Tsinghua University as a visiting student, supervised by Prof. Fu. During my undergraduate studies, I am very fortunate to be advised by Prof. Peng. My current research interest includes:
- Domain Adaptation for Vision Models
- AI for Science
You can find my CV here.
Email: caoshlei@mail2.sysu.edu.cn and j799017232@gmail.com
News
Mar. 5, 2024: One co-first author paper about leveraging Test-Time Adaptation for Remote Sensing Classification is accepted by JAG 2025. Thanks the co-authors in SYSU, THU, and CAU!
Dec. 28, 2024: Won the Gold medal of the 2024 Kunpeng Application Innovation Competition. Thanks to my teamates and supervisor!
Mar. 8, 2024: Start the exchange study in the High-Performance Geo-Computing Research Group, Tsinghua University.
Aug. 3, 2023: One co-first author paper about AI-powered learning systems is accepted by UIST 2023. Thanks the co-authors in SYSU and HKUST!
Publications
* indicates equal contribution and # represents corresponding author
Kangyu Yuan*, Hehai Lin*, Shilei Cao*, Zhenhui Peng#, Qingyu Guo, and Xiaojuan Ma. CriTrainer: An Adaptive Training Tool for Critical Paper Reading. ACM Symposium on User Interface Software and Technology (UIST, 2023), CCF-A. (PDF)
Haoyuan Liang, Xinyu Zhang, Shilei Cao, Guowen Li, Juepeng Zheng#. TTA-FedDG: Leveraging Test-Time Adaptation to Address Federated Domain Generalization. AAAI Conference on Artificial Intelligence (AAAI, 2025), CCF-A.
Yu Liang*, Shilei Cao*, Juepeng Zheng#, Xiucheng Zhang, Jianxi Huang, and Haohuan Fu. Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification. International Journal of Applied Earth Observation and Geoinformation (JAG, 2025), 中科院1区TOP (CAS Tier 1 TOP), JCR Q1, IF=7.5.