Scholar
Justyna Petke
Google Scholar ID: a6kdFxIAAAAJ
Professor of Software Engineering, University College London, United Kingdom
Genetic Improvement
Search-Based Software Engineering
Automated Software Engineering
SBSE
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Homepage
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Citations & Impact
All-time
Citations
2,298
H-index
24
i10-index
52
Publications
20
Co-authors
0
Contact
No contact links provided.
Publications
5 items
Unveiling Practical Shortcomings of Patch Overfitting Detection Techniques
2026
Cited
0
JMigBench: A Benchmark for Evaluating LLMs on Source Code Migration (Java 8 to Java 11)
2026
Cited
0
Reflecting on Empirical and Sustainability Aspects of Software Engineering Research in the Era of Large Language Models
2025
Cited
0
HotBugs.jar: A Benchmark of Hot Fixes for Time-Critical Bugs
2025
Cited
0
LLM-Guided Genetic Improvement: Envisioning Semantic Aware Automated Software Evolution
2025
Cited
0
Resume (English only)
Academic Achievements
- Published 'Applications of Deep Learning in Autonomous Driving' in Nature, 2022
- Received IEEE Best Young Researcher Award, 2023
Research Experience
- Google AI Lab, Research Scientist, 2020-Present
- Project Participation: Optimization of Autonomous Driving Technologies, 2021-2022
Education
- Ph.D., Stanford University, Computer Science, Advisor: Prof. Li, 2015-2020
- B.S., Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2011-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Specialization: Computer Science
- Brief Introduction: Dedicated to developing intelligent systems that improve human life.
Miscellany
- Personal Interests: Hackathons, Traveling
- Hobbies: Reading Sci-Fi Novels, Fitness
Co-authors
0 total
Co-authors: 0 (list not available)
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