Curriculum Vitae
Yuhao He | 何宇浩
Ph.D. Student in Artificial Intelligence
Macau University of Science and Technology · Macau, China
3250004430@student.must.edu.mo
[Download CV (English)] · [下载中文简历]
Research focus: Secure and trustworthy AI, with a particular interest in protecting visual content from malicious generative editing. Current directions include Adversarial Machine Learning, Data Poisoning and Protection, and AI-Generated Content Security.
Education
Macau University of Science and TechnologySept. 2025 – present
Ph.D. in Artificial Intelligence, Faculty of Innovation Engineering
GPA: 3.85/4.0
Supervisor: Prof. Jinyu Tian
Macau University of Science and TechnologySept. 2023 – Jun. 2025
M.S. in Intelligent Technology, Faculty of Innovation Engineering
GPA: 3.71/4.0
Supervisor: Prof. Jinyu Tian
Foshan UniversitySept. 2019 – Jun. 2023
B.S. in Mathematics and Applied Mathematics (AI Innovation Class), Department of Mathematics and Big Data
GPA: 86.8/100 · Ranking: 5/72
Supervisor: Prof. Xianwei Zheng
Publications
- Y. H. He, J. Y. Tian, X. W. Zheng, L. Dong, Y. M. Li, J. T. Zhou, “Deferred Poisoning: Making the Model More Vulnerable via Hessian Singularization”, AAAI. [Paper][Code]
- Y. H. He, J. Y. Tian, H. W. Wu, J. Q. Li, “Structure Disruption: Subverting Malicious Diffusion-Based Inpainting via Self-Attention Query Perturbation”, arXiv preprint. [Paper]
- Y. H. He, X. W. Zheng, Q. Miao, “TFA-CLSTMNN: Novel Convolutional Network for Sound-Based Diagnosis of COVID-19”, IJWMIP. [Paper][Code]
Honors & Awards
- [2023] Outstanding Undergraduate Graduate, Foshan University.
- [2023] Recipient of the Foshan Specialty Medical Catheters Innovation and Entrepreneurship Scholarship.
- [2021] National Scholarship for Undergraduates.
- [2021] National Second Prize, China Undergraduate Mathematical Contest in Modeling.
- [2020] Second Prize, Guangdong–Hong Kong–Macao Mathematical and Financial Modeling Competition.
Internship Experience
JOYY, GuangzhouFeb. 2023 – Jun. 2023
Algorithm Intern
Improved the detection of policy-violating promotional content on social media platforms by optimizing content filtering rules, reducing the false-negative rate from 12% to 5%.
Foshan Dayan Data Technology Co., Ltd.Jun. 2021 – Aug. 2021
Algorithm and Development Intern
- Contributed to the development of a deep learning-based strawberry disease and pest recognition system, achieving 89% accuracy across 14 categories.
- Led the development of a WeChat mini-program deployed in local strawberry farms, resulting in a registered software copyright.
Copyrights
- Strawberry Pest and Disease Identification Mini Program V1.0, Software Copyright Registration No. 2022SRA003183, National Copyright Administration of the People’s Republic of China.