About

I am a third-year undergraduate student major in biomedical engineering at South China University of Technology with a profound passion for applying AI method to medical research. Currently, I am working as a visiting student in Southern University of Science and Technology, under the supervision of Prof.Quanying Liu, where I focus on parameter-efficient personalized adaptation fine-tuning method and representation analysis for EEG foundation model. Before, I am working under the supervision of Prof.Yanwu Xu and Prof.Lin Shu.

My primary research interest are AI4Neuroscience, Brain-computer Interface, Deep Learning and Brain-inspired AI. Always eager to expand my research experience, I am seeking opportunities for summer research internships in 2026. My long-term goal is to pursue a Ph.D in the near future. If you are interested in chatting with me, feel free to drop me an email.

Education

Visiting Student

Southern University of Science and Technology, School of Biomedical Engineering

Advisor: Quanying Liu
Neural Computing & Control Lab
2025.09 - 2026.05

Bachelor of Engineering (B.Sc)

South China University of Technology

Major: Biomedical Engineering, GPA: 3.89/4.00, Top 10%
2023.09 - 2027.08
First Prize Scholarship of School, Merit Student of School

News

🎉🎉Awarded first prize in 2nd Brain-Inspired Intelligence Innovation Competition (South China Region)!
Give a talk on "Academic Development for New Students" at SCUT, Guangzhou. See [here]
🎉🎉Honored to be awarded the First Class (1%) Scholarship, the highest scholarship awarded by SCUT.
🎉🎉Awarded third prize in Contemporary Undergraduate Mathematical Contest in Modeling, Guangdong Province.
Participated in MICCAI 2025 and give a talk about my OMIA paper, Dajeon, South Korea. Check it out [here]
Joined Neural Computing & Control Lab as a visiting student.
Awarded the first prize of Shenzhen Cup Mathematical Modeling Competition, making it to the final, Guangdong Province. See you in Shenzhen BIT-MSU University!🎉🎉
Awarded third prize in 10TH International Biomedical Engineering Innovation Design Competition. Check it out [here]
One paper accepted to 12th MICCAl Workshop on Ophthalmic Medical lmage Analysis. See you in Dajeon!🎉🎉
🎉🎉One patent is granted. See the details here.
🎉🎉Awarded first prize in Contemporary Undergraduate Mathematical Contest in Modeling, Guangdong Province.

Experiences

Sep, 2025 - Now

Visiting Student @ NCC Lab, SUSTech

Supervisor: Prof. Quanying Liu

Nov, 2024 - July, 2025

Research Student @ MRII Lab, SCUT

Supervisor: Dr. Lin Shu

Mar, 2024 - July, 2025

Research Student @ HDMI Lab, SCUT

Supervisor: Dr. Yanwu Xu and Dr. Huihui Fang

Dec, 2023 - July, 2024

Research Student @ MINI Lab, SCUT

Supervisor: Dr. Kai Wu

Publications & Patents ( / )

Publications

Rest-Tuning: Data-Efficient Adaptation of EEG FoundationModels to Individuals via Resting-State Signals

Under Review for ICML 2026

Behavior-Guided EEG Multimodal Learning for Enhanced Addiction Diagnosis

Under Review for ICME 2026

AS-OCT dataset with anatomical structure segmentation and scleral spur localization in cataract and glaucoma (Under Review)

Jiongning Zhao, Huihui Fang, Yuetong Yang, Xinyu Fu, Jingru Deng, Jinghe Yu, Xingying Yan, Xinya Hu, Xiaoqing Wang, Yuting Hu, Di Gong, Zhe Zhang, Wei Chi, Weihua Yang, Yanwu Xu.

Scientific Data

Dataset, Baseline and Evaluation Design for Gave Challenge

Zhiwei Liu, Huihui Fang, Shandi Liu, Ping Zhang, Wenquan Xi, Changjian Wu, Zihao Zhong, Xinyu Fu, Yanwu Xu, et al.

12th MICCAl Workshop on Ophthalmic Medical lmage Analysis

[Paper] [Website]

Patents

Anterior segment parameter measurement method and device, electronic device, and storage medium

Weihua Yang, Jingfeng Mou, Changfeng Pan, Jia Liu, Qifan Yang, Xinyu Fu, Ping Guo, Huihui Fang, Yanwu Xu

Chinese Invention Patent, CN119107380A, 2025 (Granted)

[PDF] [Patent Link]

Preparation method and application of bismuth ion chelated ultrasmall gold nanoparticles cleared by kidneys

Xiang Li, Hanmiao Yu, Xinyu Fu, Bujie Du, Xingya Jiang

Chinese Invention Patent, CN120022387A, 2025 (Public)

[PDF] [Patent Link]

GitHub

Fluorine-Brian/Code-for-AS-OCT-Dataset Project

ASOCT-MSDC : AS-OCT Multi-Structure & Disease Classification Dataset.

Python

Star – Fork –

Selected Honors & Awards

First Class Scholarship of School, SCUT, 2024-2025.
Third Class Scholarship of School, SCUT, 2023-2024.
EVE Energy Co., Ltd Scholarship, SCUT, 2023-2024.
Merit Student of School, SCUT, 2023-2024.
Honorable Mention in Mathematical Contest in Modeling (MCM/ICM), 2025.
First Prize in Contemporary Undergraduate Mathematical Contest in Modeling (Guangdong), 2024.
Third Prize in Contemporary Undergraduate Mathematical Contest in Modeling (Guangdong), 2025.
Special Prize in School's "Challenge Cup" Competition, SCUT, 2025.
First Prize in Shenzhen Cup Mathematical Modeling Competition (Guangdong), 2025.
Second Prize in "Great Bay Area Cup" Financial Mathematical Modeling Competition, 2024.
Second Prize in MathorCup Math Application Challenge of South China Region, 2025.
Third Prize in 10TH International Biomedical Engineering Innovation Design Competition, 2025.

Showcase & Interests

I am a person who loves life, travel, and exploration. [cite_start]Beyond research, I enjoy capturing the beauty of everyday moments—whether in distant landscapes or simple details of daily living[cite: 83, 84].

I believe this curiosity and appreciation for life also shape my scientific work, inspiring me to observe, connect, and create with a broader vision.