Computational Intelligence for Software Engineering Lab

Latest Publications

1. The Inversive Relationship Between Bugs and Patches: An Empirical Study, Kim, J., Park, J. and Yoo, S., Proceedings of the 18th International Workshop on Mutation Analysis. [bibtex]

     @inproceedings{Kim2023pa,
     author = {Kim, Jinhan and Park, Jongchan and Yoo, Shin},
     booktitle = {Proceedings of the 18th International Workshop on Mutation Analysis},
     series = {MUTATION 2023},
     title = {The Inversive Relationship Between Bugs and Patches: An Empirical Study},
     year = {2023},
     month = apr
   }
   
   

2. Repairing DNN Architecture: Are We There Yet?, Kim, J., Humbatova, N., Jahangirova, G., Tonella, P. and Yoo, S., Proceedings of the 16th IEEE International Conference on Software Testing, Verification and Validation. [bibtex]

     @inproceedings{Kim2023aa,
     author = {Kim, Jinhan and Humbatova, Nargiz and Jahangirova, Gunel and Tonella, Paolo and Yoo, Shin},
     booktitle = {Proceedings of the 16th IEEE International Conference on Software Testing, Verification and Validation},
     series = {ICST 2023},
     title = {Repairing DNN Architecture: Are We There Yet?},
     year = {2023}
   }
   
   

3. Large Language Models are Few-shot Testers: Exploring LLM-based General Bug Reproduction, Kang, S., Yoon, J. and Yoo, S., Proceedings of the 45th IEEE/ACM International Conference on Software Engineering. [pdf] [bibtex]

     @inproceedings{Kang2023aa,
     author = {Kang, Sungmin and Yoon, Juyeon and Yoo, Shin},
     booktitle = {Proceedings of the 45th IEEE/ACM International Conference on Software Engineering},
     series = {ICSE 2023},
     title = {Large Language Models are Few-shot Testers: Exploring LLM-based General Bug Reproduction},
     year = {2023}
   }
   
   

4. Fonte: Finding Bug Inducing Commits from Failures, An, G., Hong, J., Kim, N. and Yoo, S., Proceedings of the 45th IEEE/ACM International Conference on Software Engineering. [pdf] [bibtex]

     @inproceedings{An2023aa,
     author = {An, Gabin and Hong, Jingun and Kim, Naryeong and Yoo, Shin},
     booktitle = {Proceedings of the 45th IEEE/ACM International Conference on Software Engineering},
     series = {ICSE 2023},
     title = {Fonte: Finding Bug Inducing Commits from Failures},
     year = {2023}
   }
   
   

5. Evaluating Surprise Adequacy for Deep Learning System Testing, Kim, J., Feldt, R. and Yoo, S., ACM Transactions on Software Engineering and Methodology, to appear: [bibtex]

     @article{Kim2022hg,
     address = {New York, NY, USA},
     author = {Kim, Jinhan and Feldt, Robert and Yoo, Shin},
     journal = {ACM Transactions on Software Engineering and Methodology},
     month = jun,
     publisher = {Association for Computing Machinery},
     series = {TOSEM},
     title = {Evaluating Surprise Adequacy for Deep Learning System Testing},
     volume = {to appear},
     year = {2022}
   }
   
   

6. Augmenting Equivalent Mutant Dataset Using Symbolic Execution, Chung, S. and Yoo, S., Proceedings of the 2022 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW), 150–159. [bibtex]

     @inproceedings{Chung2022uz,
     author = {Chung, Seungjun and Yoo, Shin},
     booktitle = {Proceedings of the 2022 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW)},
     doi = {10.1109/ICSTW55395.2022.00038},
     issn = {2159-4848},
     month = apr,
     pages = {150-159},
     publisher = {IEEE Computer Society},
     title = {Augmenting Equivalent Mutant Dataset Using Symbolic Execution},
     url = {https://doi.ieeecomputersociety.org/10.1109/ICSTW55395.2022.00038},
     year = {2022}
   }
   
   

7. Arachne: Search Based Repair of Deep Neural Networks, Sohn, J., Kang, S. and Yoo, S., ACM Transactions on Software Engineering Methodology, to appear: [pdf] [bibtex]

     @article{Sohn2022cr,
     author = {Sohn, Jeongju and Kang, Sungmin and Yoo, Shin},
     journal = {{ACM} {T}ransactions on {S}oftware {E}ngineering {M}ethodology},
     title = {Arachne: Search Based Repair of Deep Neural Networks},
     volume = {to appear},
     year = {2022}
   }