- 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.