Publications

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• 2022

  • Program Merge Conflict Resolution via Neural Transformers

    Alexey Svyatkovskiy, Sarah Fakhoury, Negar Ghorbani, Todd Mytkowicz, Christian Bird, Jinu Jang, Neel Sundaresan, Shuvendu Lahiri, Elizabeth Dinella

    The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE ’22) | November 2022

    Publication Projet

  • Using Pre-trained Language Models to Resolve Textual and Semantic Merge Conflicts (Experience Paper)

    Jialu Zhang, Mike Kaufman, Todd Mytkowicz, Ruzica Piskac, Shuvendu Lahiri

    ISSTA 2022: Proceedings of the 31st ACM SIGSOFT International Symposium on Software Testing and Analysis | July 2022

    Publication Projet

  • DeepMerge: Learning to Merge Programs

    Elizabeth Dinella, Todd Mytkowicz, Alexey Svyatkovskiy, Christian Bird, Mayur Naik, Shuvendu Lahiri

    IEEE Transactions on Software Engineering (TSE’22) | May 2022

    Preprint Publication Projet

• 2021

  • MergeBERT: Program Merge Conflict Resolution via Neural Transformers

    Alexey Svyatkovskiy, Todd Mytkowicz, Negar Ghorbani, Sarah Fakhoury, Elizabeth Dinella, Christian Bird, Neel Sundaresan, Shuvendu Lahiri

    August 2021

    Publication Projet

  • Can Program Synthesis be Used to Learn Merge Conflict Resolutions? An Empirical Analysis

    Rangeet Pan, Vu Le, Nachi Nagappan, Sumit Gulwani, Shuvendu Lahiri, Mike Kaufman

    2021 IEEE/ACM 43nd International Conference on Software Engineering (ICSE ’21) | May 2021

    Publication

• 2020

  • Towards Understanding and Fixing Upstream Merge Induced Conflicts in Divergent Forks: An Industrial Case Study

    Chunhga Sung, Shuvendu Lahiri, Pallavi Choudhury, Mike Kaufman, Chao Wang

    The 42nd International Conference on Software Engineering (ICSE SEIP Track), Seoul, Korea, May 2020 | May 2020

    Publication Projet

• 2018

  • Verified Three-Way Program Merge

    Marcelo Sousa, Isil Dillig, Shuvendu Lahiri

    Object-Oriented Programming, Systems, Languages & Applications Conference (OOPSLA 2018) | November 2018

    Publication Projet

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• Programming languages and software engineering

  • Program Merge Conflict Resolution via Neural Transformers

    Alexey Svyatkovskiy, Sarah Fakhoury, Negar Ghorbani, Todd Mytkowicz, Christian Bird, Jinu Jang, Neel Sundaresan, Shuvendu Lahiri, Elizabeth Dinella

    The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE ’22) | November 2022

    Publication Projet

  • Using Pre-trained Language Models to Resolve Textual and Semantic Merge Conflicts (Experience Paper)

    Jialu Zhang, Mike Kaufman, Todd Mytkowicz, Ruzica Piskac, Shuvendu Lahiri

    ISSTA 2022: Proceedings of the 31st ACM SIGSOFT International Symposium on Software Testing and Analysis | July 2022

    Publication Projet

  • DeepMerge: Learning to Merge Programs

    Elizabeth Dinella, Todd Mytkowicz, Alexey Svyatkovskiy, Christian Bird, Mayur Naik, Shuvendu Lahiri

    IEEE Transactions on Software Engineering (TSE’22) | May 2022

    Preprint Publication Projet

  • MergeBERT: Program Merge Conflict Resolution via Neural Transformers

    Alexey Svyatkovskiy, Todd Mytkowicz, Negar Ghorbani, Sarah Fakhoury, Elizabeth Dinella, Christian Bird, Neel Sundaresan, Shuvendu Lahiri

    August 2021

    Publication Projet

  • Can Program Synthesis be Used to Learn Merge Conflict Resolutions? An Empirical Analysis

    Rangeet Pan, Vu Le, Nachi Nagappan, Sumit Gulwani, Shuvendu Lahiri, Mike Kaufman

    2021 IEEE/ACM 43nd International Conference on Software Engineering (ICSE ’21) | May 2021

    Publication

  • Towards Understanding and Fixing Upstream Merge Induced Conflicts in Divergent Forks: An Industrial Case Study

    Chunhga Sung, Shuvendu Lahiri, Pallavi Choudhury, Mike Kaufman, Chao Wang

    The 42nd International Conference on Software Engineering (ICSE SEIP Track), Seoul, Korea, May 2020 | May 2020

    Publication Projet

  • Verified Three-Way Program Merge

    Marcelo Sousa, Isil Dillig, Shuvendu Lahiri

    Object-Oriented Programming, Systems, Languages & Applications Conference (OOPSLA 2018) | November 2018

    Publication Projet

• Artificial intelligence

  • MergeBERT: Program Merge Conflict Resolution via Neural Transformers

    Alexey Svyatkovskiy, Todd Mytkowicz, Negar Ghorbani, Sarah Fakhoury, Elizabeth Dinella, Christian Bird, Neel Sundaresan, Shuvendu Lahiri

    August 2021

    Publication Projet

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• Inproceedings (Conference)

  • Program Merge Conflict Resolution via Neural Transformers

    Alexey Svyatkovskiy, Sarah Fakhoury, Negar Ghorbani, Todd Mytkowicz, Christian Bird, Jinu Jang, Neel Sundaresan, Shuvendu Lahiri, Elizabeth Dinella

    The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE ’22) | November 2022

    Publication Projet

  • Using Pre-trained Language Models to Resolve Textual and Semantic Merge Conflicts (Experience Paper)

    Jialu Zhang, Mike Kaufman, Todd Mytkowicz, Ruzica Piskac, Shuvendu Lahiri

    ISSTA 2022: Proceedings of the 31st ACM SIGSOFT International Symposium on Software Testing and Analysis | July 2022

    Publication Projet

  • Can Program Synthesis be Used to Learn Merge Conflict Resolutions? An Empirical Analysis

    Rangeet Pan, Vu Le, Nachi Nagappan, Sumit Gulwani, Shuvendu Lahiri, Mike Kaufman

    2021 IEEE/ACM 43nd International Conference on Software Engineering (ICSE ’21) | May 2021

    Publication

  • Towards Understanding and Fixing Upstream Merge Induced Conflicts in Divergent Forks: An Industrial Case Study

    Chunhga Sung, Shuvendu Lahiri, Pallavi Choudhury, Mike Kaufman, Chao Wang

    The 42nd International Conference on Software Engineering (ICSE SEIP Track), Seoul, Korea, May 2020 | May 2020

    Publication Projet

  • Verified Three-Way Program Merge

    Marcelo Sousa, Isil Dillig, Shuvendu Lahiri

    Object-Oriented Programming, Systems, Languages & Applications Conference (OOPSLA 2018) | November 2018

    Publication Projet

• Unpublished

  • MergeBERT: Program Merge Conflict Resolution via Neural Transformers

    Alexey Svyatkovskiy, Todd Mytkowicz, Negar Ghorbani, Sarah Fakhoury, Elizabeth Dinella, Christian Bird, Neel Sundaresan, Shuvendu Lahiri

    August 2021

    Publication Projet

• Article (Journal)

  • DeepMerge: Learning to Merge Programs

    Elizabeth Dinella, Todd Mytkowicz, Alexey Svyatkovskiy, Christian Bird, Mayur Naik, Shuvendu Lahiri

    IEEE Transactions on Software Engineering (TSE’22) | May 2022

    Preprint Publication Projet