publications

2025

1. ICSE’25

   An LLM-Based Agent-Oriented Approach for Automated Code Design Issue Localization

   Fraol Batole, David OBrien, Tien Nguyen N., and 2 more authors

   In 2025 IEEE/ACM 45th International Conference on Software Engineering (ICSE), 2025

   Bib PDF

   @inproceedings{batole2025localizeAgent,
     title = {An LLM-Based Agent-Oriented Approach for Automated Code Design Issue Localization},
     author = {Batole, Fraol and OBrien, David and Nguyen N., Tien and Dyer, Robert and Rajan, Hridesh},
     year = {2025},
     booktitle = {2025 IEEE/ACM 45th International Conference on Software Engineering (ICSE)},
     publisher = {ICSE},
     organization = {IEEE},
   }

2. IDE’25

   IDE Native, Foundation Model Based Agents for Software Refactoring

   Abhiram Bellur, and Fraol Batole

   In 2nd IDE workshop co-located with 2025 IEEE/ACM 45th International Conference on Software Engineering (ICSE), 2025

   Bib PDF

   @inproceedings{refactoringAgentPosition,
     title = {IDE Native, Foundation Model Based Agents for Software Refactoring},
     author = {Bellur, Abhiram and Batole, Fraol},
     year = {2025},
     booktitle = {2nd IDE workshop co-located with 2025 IEEE/ACM 45th International Conference on Software Engineering (ICSE)},
     publisher = {IDE},
     organization = {IEEE},
   }

3. FSE’25

   IRepair: An Intent-Aware Approach to Repair Data-Driven Errors in Large Language Models

   Sayem Mohammad Imtiaz, Astha Singh, Fraol Batole, and 1 more author

   In ESEC/FSE’2025: The 33st ACM Foundations of Software Engineering, Trondheim, Norway, Jun 2025

   Bib PDF

   @inproceedings{imtiaz2025irepair,
     author = {Imtiaz, Sayem Mohammad and Singh, Astha and Batole, Fraol and Rajan, Hridesh},
     title = {IRepair: An Intent-Aware Approach to Repair Data-Driven Errors in Large Language Models},
     booktitle = {ESEC/FSE'2025: The 33st ACM Foundations of Software Engineering},
     location = {Trondheim, Norway},
     month = jun,
     year = {2025},
   }

4. ICSME’25

   Leveraging LLMs, IDEs, and Semantic Embeddings for Automated Move Method Refactoring

   Fraol Batole, Abhiram Bellur, Malinda Dilhara, and 11 more authors

   In ICSME’2025: The 41st IEEE International Conference on Software Maintenance and Evolution, Auchland, New Zealand, Sep 2025

   Bib PDF

   @inproceedings{icsme2025mmpro,
     author = {Batole, Fraol and Bellur, Abhiram and Dilhara, Malinda and Zharov, Yaroslav and Bryksin, Timofey and Ishikawa, Kai and Chen, Haifeng and Morimoto, Masaharu and Shota, Motoura and Hosomi, Takeo and Nguyen, Tien N. and Rajan, Hridesh and Tsantalis, Nikolaos and Dig, Danny},
     title = {Leveraging LLMs, IDEs, and Semantic Embeddings for Automated Move Method Refactoring},
     booktitle = {ICSME'2025: The 41st IEEE International Conference on Software Maintenance and Evolution},
     location = {Auchland, New Zealand},
     month = sep,
     year = {2025},
   }

2023

1. ICSE’23

   Decomposing a recurrent neural network into modules for enabling reusability and replacement

   Sayem Mohammad Imtiaz, Fraol Batole, Astha Singh, and 3 more authors

   In 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE), Sep 2023

   Bib PDF

   @inproceedings{imtiaz2023decomposing,
     title = {Decomposing a recurrent neural network into modules for enabling reusability and replacement},
     author = {Imtiaz, Sayem Mohammad and Batole, Fraol and Singh, Astha and Pan, Rangeet and Cruz, Breno Dantas and Rajan, Hridesh},
     booktitle = {2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE)},
     pages = {1020--1032},
     year = {2023},
     publisher = {ICSE},
     organization = {IEEE}
   }