Pin-Han (Hank) Huang | National Taiwan University

About Me

I obtained my Bachelor’s degree in Computer Science from National Taiwan University in August 2025. During my studies, I’ve had the pleasure of collaborating with Prof. Shang-Tse Chen and Prof. Hsuan-Tien Lin. I was also a visiting student at University of Waterloo, where I worked with Prof. Freda Shi.

I am interested in exploring the undesirable behaviors of ML models and in advancing the trustworthiness of AI systems.

News

[June 2025] I am visiting CompLING for my summer internship.
[May 2025] Our paper on certified robustness has been accepted to ICML 2025.

Publications

ICML

Enhancing Certified Robustness via Block Reflector Orthogonal Layers and Logit Annealing Loss

Bo-Han Lai*, Pin-Han Huang*, Bo-Han Kung*, Shang-Tse Chen

ICML 2025 (Spotlight)

arXiv Code OpenReview Project Page

*Equal Contribution