Computational Intelligence for Software Engineering Lab

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

Recent Updates

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...]

New Preprint about Hyundai Motors Collaboration

A new arXiv preprint about the collaboration between COINSE, Chalmers, and Hyundai Motors Company is available. [more...]

Three new ICSE 2020 workshop papers from COINSE

Three new papers have been accepted into collocated workshops at ICSE 2020. [more...]

Latest Publications

  1. 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}
    }
    
    
  2. 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}
    }
    
    
  3. 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}
    }
    
    
  4. 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}
    }
    
    
  5. Lee, S., Binkley, D., Feldt, R., Gold, N. and Yoo, S., Observation-based approximate dependency modeling and its use for program slicing. Journal of Systems and Software. 110988. [pdf] [bibtex]
      @article{Lee2021ua,
      author = {Lee, Seongmin and Binkley, David and Feldt, Robert and Gold, Nicolas and Yoo, Shin},
      journal = {Journal of Systems and Software},
      pages = {110988},
      title = {Observation-based approximate dependency modeling and its use for program slicing},
      year = {2021}
    }
    
    
  6. Oh, S., Lee, S. and Yoo, S., Efficiently Sampling Higher Order Mutants Using Causal Effect. Proceedings of the 16th International Workshop on Mutation Analysis. [pdf] [bibtex]
      @inproceedings{Oh2021vt,
      author = {Oh, Saeyoon and Lee, Seongmin and Yoo, Shin},
      booktitle = {Proceedings of the 16th International Workshop on Mutation Analysis},
      series = {Mutation 2021},
      title = {Efficiently Sampling Higher Order Mutants Using Causal Effect},
      year = {2021}
    }
    
    
  7. Han, S., Kim, J., Kim, G., Cho, J., Kim, J. and Yoo, S., Preliminary Evaluation of Path-aware Crossover Operators for Search-Based Test Data Generation for Autonomous Driving. Proceedings of the 14th International Workshop on Search Based Software Testing. [pdf] [bibtex]
      @inproceedings{Han2021vp,
      author = {Han, Seunghee and Kim, Jaeuk and Kim, Geon and Cho, Jaemin and Kim, Jiin and Yoo, Shin},
      booktitle = {Proceedings of the 14th International Workshop on Search Based Software Testing},
      series = {SBST 2021},
      title = {Preliminary Evaluation of Path-aware Crossover Operators for Search-Based Test Data Generation for Autonomous Driving},
      year = {2021}
    }