Lei Hsiung

Ph.D. Student @ Dartmouth CS

leihsiung.ray [at] gmail.com

I am a Ph.D. student in Computer Science at Dartmouth College, working with Prof. Yaoqing Yang. I am interested in trustworthy machine learning and its applications.

Before coming to Dartmouth, I received my MSc in Computer Science and double BSc in Mathematics and Computer Science 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

  1. Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations
    Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, and Tsung-Yi Ho
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2023)
  2. NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration
    Lei Hsiung, Yung-Chen Tang, Pin-Yu Chen, and Tsung-Yi Ho
    In Proceedings of the 37th AAAI Conference on Artificial Intelligence Demo Track, AAAI (2023)
  3. A Lab-Based Investigation of Reaction Time and Reading Performance Using Different In-Vehicle Reading Interfaces during Self-Driving
    Lei Hsiung, Yung-Ju Chang, Wei-Ko Li, Tsung-Yi Ho, and Shan-Hung Wu
    In Proceedings of the 14th International ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI (2022)


  • CS312000 Introduction of Integrated Circuit Design, NTHU, Head TA, Fall 2021
  • MATH104006 Calculus II, NTHU, Head TA, Spring 2020
  • MATH104000 Calculus II, NTHU, Head TA, Summer 2019
  • MATH103005 Calculus I, NTHU, TA, Fall 2019

academic services


  • Table tennis
  • Card magic
  • Travel