Lei Hsiung
Ph.D. Student @ Dartmouth CS
leihsiung.ray [at] gmail.com
I am a second-year Ph.D. student in Computer Science at Dartmouth College, working with Prof. Yaoqing Yang. I am currently working on trustworthy machine learning (e.g., safety alignment, adversarial robustness) and its applications (e.g., dataset diagnosis, bit-error protection, visual prompting).
Before coming to Dartmouth, I received my MSc in Computer Science and BSc in Computer Science and Mathematics from National Tsing Hua University (NTHU) in Taiwan. I was fortunate to conduct several research projects with Prof. Tsung-Yi Ho and Dr. Pin-Yu Chen during my graduate studies. Likewise, I had the pleasure of working at CUHK CSE (2023), IBM Research (2022), MediaTek (2021/22) and Logitech (2020).
latest news
selected publications
teachings
- COSC 89/189 Deep Learning Generalization and Robustness, Dartmouth, Head TA, Winter 2024
- CS 312000 Introduction of Integrated Circuit Design, NTHU, Head TA, Fall 2021
- MATH 104006 Calculus II, NTHU, Head TA, Spring 2020
- MATH 104000 Calculus II, NTHU, Head TA, Summer 2019
- MATH 103005 Calculus I, NTHU, TA, Fall 2019
academic services
- Conference Reviewers: ICLR 2024-2025, NeurIPS 2022-2024, ICML 2022-2024, AAAI 2025
- Journal Reviewers: TMLR
- PC Members: AdvML Frontiers Workshop (ICML’22, ICML’23), AdvMLDM Workshop (KDD’22)
interests
- Table tennis
- Card magic
- Travel