Scholar
Yi Yu
Google Scholar ID: X_z2xDEAAAAJ
Nanyang Technological University
Citations & Impact
Citations
495
H-index
12
i10-index
13
Publications
20
Co-authors
10
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- Publications:
- - 'StegaFFD: Privacy-Preserving Face Forgery Detection via Fine-Grained Steganographic Domain Lifting' and several other papers accepted by Machine Intelligence Research, IEEE Transactions on Medical Imaging, IEEE Transactions on Multimedia, International Conference on Machine Learning, International Conference on Computer Vision, IEEE Transactions on Information Forensics and Security, AAAI Conference on Artificial Intelligence, IEEE Transactions on Pattern Analysis and Machine Intelligence.
- - November 3, 2025: One paper accepted by Machine Intelligence Research.
- - October 19, 2025: Keynote speaker at the 6th Face Anti-Spoofing Workshop@ICCV2025.
Research Experience
- Currently a Postdoctoral Research Fellow at Nanyang Technological University (Singapore), working with Prof. Xudong Jiang.
Education
- Ph.D.: Nanyang Technological University (Singapore), 2025, advisors: Prof. Alex C. Kot, Prof. Yap-Peng Tan, and Prof. Shijian Lu; M.S. in Machine Learning & Data Science: University of California, San Diego, 2020; B.E. in Automation: Tsinghua University, 2019.
Background
- Research interests: Trustworthy Machine Learning and AI Security, aiming to enhance the security and privacy of AI methods across their full life cycle. Specific areas include adversarial attacks, backdoor attacks, data poisoning (unlearnable examples), and their mitigations. Recently, his interests have extended to data privacy (e.g., protecting data from unauthorized commercial training and model inversion risks) and the security of foundation models such as LLMs and multimodal systems.
Miscellany
- Looking forward to any kinds of collaborations!
