Computational Intelligence for Software Engineering Lab

Our research focuses on the exciting intersection between software engineering and machine intelligence.

Recent Updates

Our paper ''Predictive Mutation Analysis via Natural Language Channel in Source Code'' is accepted to TOSEM

This paper aims to predict a full kill matrix resulted from mutation analysis by leveraging Natural Language channel in source and test code. [more...]

A new paper about GUI smoke test repairing technique has been accepted at ICST 2022 Industry Track

We present a new repair technique for View Identification Failures (VIF) in GUI tests from a collaboration work between COINSE and Samsung Research. [more...]

One paper introducing a new Mutation-Based Fault Localisation technique has been accepted to ISSRE 2021 Research Track

We introduce a new MBFL technique called SIMFL that leverages a statistical inference over a mutation analysis that has been taken before the faults are observed. [more...]

A new paper has been published in the Journal of Systems and Software.

A COINSE paper about observation-based dependence analysis has been accepted at the Journal of Systems and Software. [more...]

A new paper about Bug Inducing Commit accepted at ESEC/FSE IVR 2021

A COINSE paper about reducing the search space of Bug Inducing Commit (BIC) has been accepted at the Ideas, Visions and Reflections (IVR) track of ESEC/FSE 2021. [more...]

Congratulations, Dr. Jeongju Sohn!

Jeongju Sohn successfully defended her PhD thesis, and became the first PhD from COINSE group. [more...]

Latest Publications

  1. An, G., Yoon, J., Sohn, J., Hong, J., Hwang, D. and Yoo, S., Automatically Identifying Shared Root Causes of Test Breakages in SAP HANA2. Proceedings of the 44th IEEE/ACM International Conference on Software Engineering - Software Engineering In Practice Track. [pdf] [bibtex]
      @inproceedings{An2022qe,
      author = {An, Gabin and Yoon, Juyeon and Sohn, Jeongju and Hong, Jingun and Hwang, Dongwon and Yoo, Shin},
      booktitle = {Proceedings of the 44th IEEE/ACM International Conference on Software Engineering - Software Engineering In Practice Track},
      date-added = {2022-01-14 11:06:21 +0900},
      date-modified = {2022-01-14 11:06:21 +0900},
      series = {ICSE SEIP 2022},
      title = {Automatically Identifying Shared Root Causes of Test Breakages in SAP HANA2},
      year = {2022}
    }
    
    
  2. Kim, J., Jeon, J., Hong, S. and Yoo, S., Predictive Mutation Analysis via Natural Language Channel in Source Code. ACM Transactions on Software Engineering and Methodology. to appear. [pdf] [bibtex]
      @article{Kim2022xy,
      author = {Kim, Jinhan and Jeon, Juyoung and Hong, Shin and Yoo, Shin},
      date-added = {2022-01-14 11:03:15 +0900},
      date-modified = {2022-01-14 11:03:15 +0900},
      journal = {{ACM} Transactions on Software Engineering and Methodology},
      title = {Predictive Mutation Analysis via Natural Language Channel in Source Code},
      volume = {to appear},
      year = {2022}
    }
    
    
  3. Yoon, J., Chung, S., Shin, K., Kim, J., Hong, S. and Yoo, S., Repairing Fragile GUI Test Cases Using Word and Layout Embedding. Proceedings of the 15th IEEE International Conference on Software Testing, Verification and Validation, Industry Track. [pdf] [bibtex]
      @inproceedings{Yoon2022fs,
      author = {Yoon, Juyeon and Chung, Seungjoon and Shin, Kihyuck and Kim, Jinhan and Hong, Shin and Yoo, Shin},
      booktitle = {Proceedings of the 15th IEEE International Conference on Software Testing, Verification and Validation, Industry Track},
      date-added = {2022-01-14 11:02:40 +0900},
      date-modified = {2022-01-14 11:02:40 +0900},
      series = {ICST 2022},
      title = {Repairing Fragile GUI Test Cases Using Word and Layout Embedding},
      year = {2022}
    }
    
    
  4. An, G., Yoon, J. and Yoo, S., Searching for multi-fault programs in Defects4J. Proceedings of the 13th International Symposium on Search Based Software Engineering 136–150. [bibtex]
      @inproceedings{An2021se,
      author = {An, Gabin and Yoon, Juyeon and Yoo, Shin},
      booktitle = {Proceedings of the 13th International Symposium on Search Based Software Engineering},
      date-added = {2021-10-16 16:11:04 +0900},
      date-modified = {2021-10-16 16:11:04 +0900},
      pages = {136--150},
      title = {Searching for multi-fault programs in Defects4J},
      year = {2021}
    }
    
    
  5. Kim, J., An, G., Feldt, R. and Yoo, S., Ahead of Time Mutation Based Fault Localisation using Statistical Inference. Proceedings of the 32nd International Symposium on Software Reliability Engineering. [pdf] [bibtex]
      @inproceedings{Kim2021xv,
      author = {Kim, Jinhan and An, Gabin and Feldt, Robert and Yoo, Shin},
      booktitle = {Proceedings of the 32nd International Symposium on Software Reliability Engineering},
      series = {ISSRE 2021},
      title = {Ahead of Time Mutation Based Fault Localisation using Statistical Inference},
      year = {2021}
    }
    
    
  6. An, G. and Yoo, S., Reducing the search space of bug inducing commits using failure coverage. Proceedings of the ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering. [pdf] [bibtex]
      @inproceedings{An2021qb,
      author = {An, Gabin and Yoo, Shin},
      booktitle = {Proceedings of the ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering},
      date-added = {2021-07-14 10:41:10 +0900},
      date-modified = {2021-07-14 10:41:10 +0900},
      series = {ESEC/FSE (Ideas, Visions, and Reflections Track)},
      title = {Reducing the search space of bug inducing commits using failure coverage},
      year = {2021}
    }
    
    
  7. Lee, J., Jung, C., Park, Y.H., Lee, D., Yoon, J. and Yoo, S., Preliminary Evaluation of SWAY in Permutation Decision Space via a Novel Euclidean Embedding. Proceedings of the 13th International Symposium on Search Based Software Engineering. [pdf] [bibtex]
      @inproceedings{Lee2021oo,
      author = {Lee, Junghyun and Jung, Chani and Park, Yoo Hwa and Lee, Dongmin and Yoon, Juyeon and Yoo, Shin},
      booktitle = {Proceedings of the 13th International Symposium on Search Based Software Engineering},
      date-added = {2021-07-15 13:42:49 +0900},
      date-modified = {2021-07-15 13:43:05 +0900},
      series = {SSBSE 2021},
      title = {Preliminary Evaluation of {SWAY} in Permutation Decision Space via a Novel Euclidean Embedding},
      year = {2021}
    }