Shin Yoo
Scholar

Shin Yoo

Google Scholar ID: W9ymXf4AAAAJ
Korea Advanced Institute of Science and Technology
Software TestingSoftware EngineeringEvolutionary ComputationSBSEGenetic Improvement
Citations & Impact
All-time
Citations
7,325
 
H-index
37
 
i10-index
83
 
Publications
20
 
Co-authors
97
list available
Resume (English only)
Academic Achievements
  • - An empirical study of fault localisation techniques for deep neural networks, Humbatova, N., Kim, J., Jahangirova, G., Yoo, S. and Tonella, P., Empirical Software Engineering, 30(5):124, 2025
  • - Explainable Automated Debugging via Large Language Model-driven Scientific Debugging, Kang, S., Chen, B., Yoo, S. and Lou, J.-G., Journal of Empirical Software Engineering, 30(45):1–28, 2025
  • - Deceiving Humans and Machines Alike: Search-Based Test Input Generation for DNNs Using Variational Autoencoders, Kang, S., Feldt, R. and Yoo, S., ACM Transactions on Software Engineering Methodologies, 33(4):103:1–24, 2024
Research Experience
  • - Full Professor, School of Computing, Korea Advanced Institute of Science and Technology, Republic of Korea, March 2025 - Now
  • - Tenured Associate Professor, School of Computing, Korea Advanced Institute of Science and Technology, Republic of Korea, March 2021 - February 2025
  • - Associate Professor, School of Computing, Korea Advanced Institute of Science and Technology, Republic of Korea, February 2018 - Feb 2021
  • - Assistant Professor, School of Computing, Korea Advanced Institute of Science and Technology, Republic of Korea, August 2015 - February 2018
  • - Lecturer, Department of Computer Science, University College London, UK, October 2012 - July 2015
  • - Research Associate, Department of Computer Science, University College London, UK, August 2010 - September 2012
  • - Research Associate, Department of Computer Science, Kings College London, UK, October 2009 - July 2010
Education
  • - Ph.D., Computer Science, King’s College London, UK, October 2006 - September 2009
  • - Supervisor: Prof. Mark Harman
  • - MSc., Software Engineering with Distinction, King’s College London, UK, September 2005 - September 2006
  • - BSc., Computer Science, Seoul National University, Republic of Korea, 1996 - 2000
Background
  • Research interests include software engineering, regression testing, etc.