Scholar
Shiqing Ma
Google Scholar ID: X_mDnjkAAAAJ
University of Massachusetts, Amherst
Citations & Impact
Citations
8,191
H-index
41
i10-index
76
Publications
20
Co-authors
0
Contact
Publications
Resume (English only)
Academic Achievements
- Served as TPC/Reviewer for multiple international conferences, including but not limited to:
- - Track Chair (machine learning security), ACM CCS 2026
- - Area Chair, ICLR 2026
- - Co-chair, Backdoor Attacks and Defenses in Machine Learning (BANDS), with ICLR 2023
- - TPC/Reviewer, IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 2025, 2026
- - TPC/Reviewer, International Conference on Dependable Systems and Networks (DSN), 2025
- - TPC/Reviewer, ACL Rolling Review (ARR), 2024, 2025
- - TPC/Reviewer, AAAI Conference on Artificial Intelligence (AAAI), 2023, 2024, 2025
- - TPC/Reviewer, Conference on Computer Vision and Pattern Recognition (CVPR), 2022, 2023, 2024, 2025
- - TPC/Reviewer, International Conference on Learning Representations (ICLR), 2022, 2023, 2024, 2025
- - TPC/Reviewer, Conference on Neural Information Processing Systems (NeurIPS), 2021, 2022, 2023, 2024, 2025
- - TPC/Reviewer, International Conference on Machine Learning (ICML), 2021, 2022, 2023, 2024, 2025
- - TPC/Reviewer, ACM SIGSAC Conference on Computer and Communications Security (CCS), 2021, 2022, 2023, 2024, 2025
- - TPC/Reviewer, Robotics: Science and Systems (RSS), 2024
- - TPC/Reviewer, International Conference on Computer Vision (ICCV), 2023
- - TPC/Reviewer, International Symposium on Research in Attacks, Intrusions and Defenses (RAID), 2023
- - TPC/Reviewer, ACM Conference on Data and Application Security and Privacy (CODASPY), 2023, 2024
- - TPC/Reviewer, European Conference on Computer Vision (ECCV), 2022, 2024
- - TPC/Reviewer, Asia Conference on Computer and Communications Security (ASIACCS), 2021, 2022, 2026
- - TPC/Reviewer, ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2021, 2024
- - TPC/Reviewer, European Symposium on Research in Computer Security (ESORICS), 2020, 2021, 2022
- - TPC/Reviewer, USENIX Security Symposium, 2021, 2026
- - TPC/Reviewer, IEEE Conference on Dependable and Secure Computing (DSC), 2022
- - TPC/Reviewer, IEEE International Symposium on Software Reliability Engineering (ISSRE), 2022
Research Experience
- Affiliations: UMass AI Security, UMass AI Safety Initiative, UMass Cybersecurity Institute
- Current Students: Jinsong Mao, Gehao Zhang, Mingzhe Li, Zirui Liu
- Alumni: Hailun Ding (Ph.D., 2025) - Researcher at IBM TJ Watson; Zhenting Wang (Ph.D., 2025) - Sr. Manager at Accenture
Background
- Research Interests: Software Security and Privacy, AI Security and Safety, Software Engineering, Programming Languages. Currently an Associate Professor at the Manning College of Information & Computer Sciences, University of Massachusetts, Amherst.
Co-authors