Pingchuan Ma (马平川)

As of 19 November 2020

I am a first year Ph.D. student at Department of Computer Science and Engineering, Hong Kong University of Science and Technology (HKUST), under the supervision of Prof. Shuai Wang. I received my B.Eng. from Beijing Electronic Science and Technology Institute. My research interests comprise information security, software engineering and human-in-the-loop data analytics.

I can be reached at pmaab at ust dot hk or WeChat.

Selected Publications

Metamorphic Testing and Certified Mitigation of Fairness Violations in NLP Models
Pingchuan Ma, Shuai Wang, and Jin Liu
International Joint Conference on Artificial Intelligence (IJCAI’20)Acceptance Rate: 12.6%
Differentially Private Reinforcement Learning
Pingchuan Ma, Zhiqiang Wang, Le Zhang, Ruming Wang, Xiaoxiang Zou, and Tao Yang
International Conference on Information and Communications Security (ICICS’19)Acceptance Rate: 24.1%
A Quantitative Approach for Medical Imaging Device Security Assessment
Pingchuan Ma, Zhiqiang Wang, Xiali Hei, Xiaoxiang Zou, Jianyi Zhang, Qixu Liu, Xin Lyu, and Zihan Zhuo
IEEE/IFIP International Conference on Dependable Systems and Networks (DSN’19) Fast Abstract Track
Medical Devices are at Risk: Information Security on Diagnostic Imaging System
Zhiqiang Wang, Pingchuan Ma, Yaping Chi, and Jianyi Zhang
ACM SIGSAC Conference on Computer and Communications Security (CCS’18) Poster Track

Experience

  • Research Intern, Microsoft Research Asia, mentored by Justin Ding, 2019.12 - 2020.6
  • Research Intern, NISL, Tsinghua University, advised by Prof. Chao Zhang, 2019.5 - 2019.9
  • Research Intern, CNCERT/CC, 2018.9 - 2019.5

Academic Service

  • External Reviewer of AsiaCCS'21, ICSE'20 Artifact Evaluation, and USENIX Security'20 Artifact Evaluation
  • Reviewer of International Journal of Network Security