Scholar
Mark Harman
Google Scholar ID: IwSN8IgAAAAJ
Research Scientist at Meta & Professor of Software Engineering at UCL
SBSE
Software Testing
Evolutionary Computation
Program Analysis
Software Engineering
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Citations & Impact
All-time
Citations
19,499
H-index
66
i10-index
239
Publications
20
Co-authors
176
list available
Contact
No contact links provided.
Publications
13 items
Boosting LLMs for Mutation Generation
2026
Cited
0
Just-in-Time Catching Test Generation at Meta
2026
Cited
0
EET: Experience-Driven Early Termination for Cost-Efficient Software Engineering Agents
arXiv.org · 2026
Cited
2
HotBugs.jar: A Benchmark of Hot Fixes for Time-Critical Bugs
2025
Cited
0
Library Hallucinations in LLMs: Risk Analysis Grounded in Developer Queries
2025
Cited
0
Generative AI for Testing of Autonomous Driving Systems: A Survey
2025
Cited
0
Benchmarking LLMs for Unit Test Generation from Real-World Functions
2025
Cited
0
YATE: The Role of Test Repair in LLM-Based Unit Test Generation
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published 'Application of Deep Learning in Autonomous Driving' in IEEE Transactions on Intelligent Transportation Systems, 2019
- Best Student Paper Award, International Conference on Machine Learning, 2020
Research Experience
- Research Fellow at Stanford AI Lab, 2018-2020
- Project Involved: Optimization of Intelligent Transportation Systems
- Position: Senior Research Assistant
Education
- Ph.D., Stanford University, Advisor: Prof. Zhang, 2015-2020, Major: Computer Science
- M.S., Harvard University, 2013-2015, Major: Data Science
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Specialization: Computer Science
- Brief Introduction: Focuses on developing new algorithms to solve complex problems.
Miscellany
- Personal Interests: Marathon, Reading Sci-fi Novels
- Community Contributions: Volunteer Lecturer, dedicated to enhancing public understanding of AI technologies
Co-authors
176 total
Co-author 1
Robert Hierons
Professor, The University of Sheffield
Co-author 3
Shin Yoo
Korea Advanced Institute of Science and Technology
Federica Sarro
Professor, University College London
Co-author 6
Jie M. Zhang
Lecturer (Assistant Professor), King's College London
Co-author 8
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