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. Preprint

   LLM powered Assistant for Move Method Refactoring

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

   In arxiv, Jun 2025

   PDF

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), Jun 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}
   }