Publications

For an up-to-date list of publications and their citation counts, please see my profile on Google Scholar. Unless otherwise specified, they have been published at the main research track.

Journals

1. [TOSEM] A Taxonomy of System-Level Attacks on Deep Learning Models in Autonomous Vehicles

   M. Tehrani, J. Kim, R. Foulefack, A. Marchetto and P. Tonella

   ACM Transactions on Software Engineering and Methodology, 2025

2. [EMSE] Evaluating and Improving the Robustness of Security Attack Detectors Generated by LLMs

   S. Pasini, J. Kim, T. Aiello, R. Lozoya, A. Sabetta and P. Tonella

   Empirical Software Engineering, 2025

3. [EMSE] An Empirical Study of Fault Localisation Techniques for Deep Neural Networks

   N. Humbatova, J. Kim, G. Jahangirova, S. Yoo and P. Tonella

   Empirical Software Engineering, 2025

4. [IST] Learning Test-Mutant Relationship for Accurate Fault Localisation

   J. Kim, G. An, R. Feldt and S. Yoo

   Information and Software Technology, 2023

5. [TOSEM] Evaluating Surprise Adequacy for Deep Learning System Testing

   J. Kim, R. Feldt and S. Yoo

   ACM Transactions on Software Engineering and Methodology, 2023

6. [TOSEM] Predictive Mutation Analysis via Natural Language Channel in Source Code

   J. Kim, J. Jeon, S. Hong and S. Yoo

   ACM Transactions on Software Engineering and Methodology, 2022

   Presented at the journal-first track of ICSE 2023

Conferences & Workshops (Full Papers)

1. [Mutation] The Inversive Relationship Between Bugs and Patches: An Empirical Study

   J. Kim, J. Park and S. Yoo

   Proceedings of the 18th International Workshop on Mutation Analysis, 2023

   Best Paper Award

2. [ICST] Repairing DNN Architecture: Are We There Yet?

   J. Kim, N. Humbatova, G. Jahangirova, P. Tonella and S. Yoo

   Proceedings of the 16th IEEE International Conference on Software Testing, Verification and Validation, 2023

3. [ICST Industry] Repairing Fragile GUI Test Cases Using Word and Layout Embedding

   J. Yoon, S. Chung, K. Shin, J. Kim, S. Hong and S. Yoo

   Proceedings of the 15th IEEE International Conference on Software Testing, Verification and Validation, 2022

4. [ISSRE] Ahead of Time Mutation Based Fault Localisation Using Statistical Inference

   J. Kim, G. An, R. Feldt and S. Yoo

   Proceedings of the 32nd International Symposium on Software Reliability Engineering, 2021

   Invited for a special issue of IST Journal

5. [FSE Industry] Reducing DNN Labelling Cost Using Surprise Adequacy: An Industrial Case Study for Autonomous Driving

   J. Kim, J. Ju, R. Feldt and S. Yoo

   Proceedings of ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

6. [ICSE] Guiding Deep Learning System Testing Using Surprise Adequacy

   J. Kim, R. Feldt and S. Yoo

   Proceedings of the 41th International Conference on Software Engineering, 2019

7. [L@S] Elicast: Embedding Interactive Exercises in Instructional Programming Screencasts

   J. Park, Y. Park, J. Kim, J. Cha, S. Kim and A. Oh

   Proceedings of the Fifth Annual ACM Conference on Learning at Scale, 2018

8. [SSBSE] Learning Without Peeking: Secure Multi-Party Computation Genetic Programming

   J. Kim, M. Epitropakis and S. Yoo

   Proceedings of the 10th International Symposium on Search Based Software Engineering, 2018

9. [GI] Comparing Line and AST Granularity Level for Program Repair Using PyGGI

   G. An, J. Kim and S. Yoo

   Proceedings of the 4th Genetic Improvement Workshop, 2018

10. [CHI] BeUpright: Posture Correction Using Relational Norm Intervention

    J. Shin, B. Kang, T. Park, J. Huh, J. Kim and J. Song

    Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Short, Poster, Demo, Domestic Papers

1. [FSE Demo] PCLA: A Framework for Testing Autonomous Agents in the CARLA Simulator

   M. Tehrani, J. Kim and P. Tonella

   Proceedings of ACM on the Foundations of Software Engineering, 2025

2. [KCSE] PyGGI: Python General framework for Genetic Improvement

   G. An, J. Kim, S. Lee and S. Yoo

   Proceedings of Korea Software Congress, 2017

3. [SSBSE Short Papers] GPGPGPU: Evaluation of Parallelisation of Genetic Programming Using GPGPU

   J. Kim, J. Kim and S. Yoo

   Proceedings of the 9th International Symposium on Search Based Software Engineering, 2017

4. [SenSys Demo] Demo: Posture Correction Using Smartphone-Based Relational Intervention Model

   J. Shin, B. Kang, J. Kim, J. Huh, J. Song and T. Park

   Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

Theses

1. Exploiting Mutant’s Relationship with Code, Faults, and Patches for Higher Efficacy of Mutation Analysis

   Jinhan Kim

   Ph.D. Thesis, KAIST, February 2023