Scholar
Mark Dras
Google Scholar ID: r1gJsmAAAAAJ
Professor of Computing, Macquarie University
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
2,263
H-index
25
i10-index
53
Publications
20
Co-authors
0
Contact
No contact links provided.
Publications
16 items
Over-Refusal and Representation Subspaces: A Mechanistic Analysis of Task-Conditioned Refusal in Aligned LLMs
2026
Cited
0
Beyond Theoretical Bounds: Empirical Privacy Loss Calibration for Text Rewriting Under Local Differential Privacy
2026
Cited
0
Facial Movement Dynamics Reveal Workload During Complex Multitasking
2026
Cited
0
When the Model Said'No Comment', We Knew Helpfulness Was Dead, Honesty Was Alive, and Safety Was Terrified
2026
Cited
0
CogMem: A Cognitive Memory Architecture for Sustained Multi-Turn Reasoning in Large Language Models
2025
Cited
0
Agentic Moderation: Multi-Agent Design for Safer Vision-Language Models
2025
Cited
0
Context-aware Fairness Evaluation and Mitigation in LLMs
2025
Cited
0
SHIELD: Classifier-Guided Prompting for Robust and Safer LVLMs
2025
Cited
0
Load more
Resume (English only)
Academic Achievements
- Published over 20 papers in top-tier journals and conferences
- Received Best Paper Award (ICML 2019)
- Holds two U.S. patents
Research Experience
- Senior Researcher, Google AI Lab, 2020-Present
- Research Assistant, Stanford University, 2017-2020
- Participated in multiple international collaborative research projects
Education
- Ph.D., Stanford University, 2015-2020, Advisor: Prof. Li
- M.S., Massachusetts Institute of Technology, 2013-2015
- B.S., Harvard University, 2009-2013
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Professional Field: Computer Science
- Brief Introduction: Specializes in developing intelligent systems capable of solving complex problems.
Miscellany
- Enjoys reading science fiction novels
- Passionate about participating in marathons
Co-authors
0 total
Co-authors: 0 (list not available)
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up