About me
I’m currently applying for a Ph.D. program. Previously, I served as a research assistant at the Institute of Information Science, Academia Sinica, under the supervision of Prof. Chun-Shien Lu, I was also advised by Prof. Chia-Mu Yu during this time. I obtained a double M.S. degree: one in Computer Science from National Chengchi University, Taiwan, in 2023 (advised by Prof. Raylin Tso), and another in Electrical Engineering & Computer Science from Kanazawa University, Japan, in 2024 (advised by Prof. Masahiro Mambo). Additionally, I received my B.S. degree in Information Management at Chang Gung University, Taiwan.
Research Interest
My primary research interests focus on developing trustworthy and reliable AI systems to advance technology and address social challenges. I aim to ensure robustness, privacy, fairness, and interpretability of AI when applied across various domains.
I’m currently exploring the following research topics:
- Robustness of Deep Learning
- Responsibility of collaborative AI
- Trustworthy AI + X (Applications): Cybersecurity
News
- 2024-09-01: Our paper is accepted to WACV 2025: "Defending Against Repetitive Backdoor Attacks on Semi-supervised Learning through Lens of Rate-Distortion-Perception Trade-off".
- 2024-04-12: Our paper is accepted to ICME 2024 [Oral]: "On The Higher Moment Disparity of Backdoor Attacks".
- 2024-03-20: I obtain my M.S. Degree in Electrical Engineering & Computer Science from Kanazawa University in 2024.
- 2023-12-14: Our paper is accepted to ICASSP 2024 [Oral]: "Defending against Clean-Image Backdoor Attack in Multi-Label Classification".
Professional Service
- Conference Reviewer
- IEEE International Conference on Multimedia and Expo (ICME), 2024