Pin-Han (Hank) Huang

About Me

I am a senior-year undergraduate student in the CSIE department at National Taiwan University. I’ve had the pleasure of collaborating with Prof. Shang-Tse Chen and Prof. Hsuan-Tien Lin. Currently, I am a visiting student at the CompLING Lab, University of Waterloo, working with Prof. Freda Shi.

In terms of research focus, I have worked on improving the adversarial robustness of vision models. Broadly, I am interested in understanding the underlying mechanisms of machine learning models, with the goal of contributing to the development of trustworthy and powerful AI/ML systems.

News

• [June 2025] I am currently visiting CompLING, hosted by Prof. Freda Shi.
• [May 2025] Our paper on certified robustness has been accepted to ICML 2025.

Publications