I am a Research Assistant Professor at the Academy for Artificial Intelligence and the School of Optometry at The Hong Kong Polytechnic University. I completed my PhD at Zhongshan Ophthalmic Center, Sun Yat-sen University, supervised by Prof. Mingguang He. Before that, I obtained both MS and BS degrees from Shanghai Jiao Tong University and completed my ophthalmology residency at Renji Hospital, affiliated with the Shanghai Jiao Tong University School of Medicine.
My research interests include generative AI, multimodal AI agents, ocular digital biomarkers, and autonomous clinic.
🔥 News
- Pin on the Top:
- One RA position is open, research direction: robotics.
- We are looking for self-motivated PhD applicants. If you are passionate about AI, digital innovation, or ophthalmology research, feel free to drop me an email. With millions of medical data, ample computing resources, and extensive collaborative networks, our lab provides an ideal environment to transform your ideas into real-world impact. - June 2025: One paper is published on JAMA Ophthalmology: FFA SORA: Generation of Fundus Fluorescein Angiography Videos for Health Care Data Sharing.Congrats to Xinyuan, Lili.
- June 2025: One paper is published on npj Digital Medicine: EyeCLIP multimodal vision-language foundation model.
- June 2025: One paper is published on npj Digital Medicine: Embodied artificial intelligence in ophthalmology. Congrats to Yao, Xiaolan, Xinyuan.
- May 2025: One paper is accepted by JACC (IF=21.7).
- Mar 2025: One paper is published at Intelligent Medicine: Evaluating LLMs and agents in healthcare. Congrats to Xiaolan.
- Jan 2025: One paper is published at International Journal of Surgery (IF=12.5): Retinal oculomics study.
- Jan 2025: One paper is published at Heart and covered by 90+ media outlets: Retinal vascular fingerprints. Congrats to Mayi.
- Dec 2024: Two papers published at JMIR. Congrats to Xiaolan and Ziwei.
- Oct 2024: One paper published at MICCAI: Fundus2Video. Congrats to Weiyi.
- Oct 2024: One paper published at Nature Communications: GWAS & glaucoma & retinal vessel.
- Jun 2024: Two papers accepted by BJO. Congrats to Xiaolan and Pusheng.
- May 2024: One paper published at npj Digital Medicine (IF=15.3): FFA-GPT. Congrats to Xiaolan.
- Feb 2024: One paper published at npj Digital Medicine (IF=15.3): Non-invasive ICGA generation. Congrats to Ruoyu.
📝 Publications
- Please refer to my Google Scholar or ORCID.
🎖 Honors and Awards
🏢 Professional Activities
- Conference Co-organizer
- Asia-Pacific Tele-Ophthalmology Society
- Guest Editor
- BMJ open ophthalmology
- Community Service
- Awards Officer, Women in MICCAI (WiM)
- Journal/Conference Reviews
- npj Digital Medicine
- Nature computational science
- Progress in Retinal and Eye Research
- British Journal of Ophthalmology
- Ophthalmology Science
- JMIR
- Pattern Recognition Letters
- Expert Systems with Applications
- Biomedical Signal Processing and Control
- MICCAI