Mark Dras
Scholar

Mark Dras

Google Scholar ID: r1gJsmAAAAAJ
Professor of Computing, Macquarie University
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
2,263
 
H-index
25
 
i10-index
53
 
Publications
20
 
Co-authors
0
 
Publications
20 items
Can We Trust Video Hallucination Detectors? VidHalLoc for Evaluating the Evaluators
2026
Cited
0
Beyond Shallow Alignment: How Post-Training Methods Determine Refusal Circuits And Steering Robustness
2026
Cited
0
Process-Constituted Intelligence: A Shared Criterion for Humans and Machines
2026
Cited
0
AlignCultura: Towards Culturally Aligned Large Language Models?
2026
Cited
0
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
Resume
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