Pingchuan Ma (马平川)

As of 17 April 2021

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 primarily span software testing and human-in-the-loop data analytics.

I can be reached at pmaab at ust dot hk.

Research Highlight

MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis
Pingchuan Ma, Rui Ding, Shi Han, and Dongmei Zhang
ACM SIGMOD International Conference on Management of Data (SIGMOD’21)LinkPDF
MT-Teql: Evaluating and Augmenting Consistency of Text-to-SQL Models with Metamorphic Testing
Pingchuan Ma and Shuai Wang
preprint arXiv:2012.11163
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%PDF
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, 2021.5 - 2021.11 (expected)
  • 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, advised by Dr. Zhiqiang Wang, 2018.9 - 2019.5

Talk

  • Metamorphic Testing and Certified Mitigation of Fairness Violations in NLP Models (in Chinese), AI Time, 15 Jan, 2021.

Academic Service

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