Publications

2025

1. arXiv

   Beyond Synthetic Benchmarks: Evaluating LLM Performance on Real-World Class-Level Code Generation

   Musfiqur Rahman, SayedHassan Khatoonabadi, and Emad Shihab

   arXiv preprint arXiv:2510.26130, 2025

   Bib PDF

   @article{rahman2025beyond,
     title = {Beyond Synthetic Benchmarks: Evaluating LLM Performance on Real-World Class-Level Code Generation},
     author = {Rahman, Musfiqur and Khatoonabadi, SayedHassan and Shihab, Emad},
     journal = {arXiv preprint arXiv:2510.26130},
     year = {2025},
   }

2. EASE

   The Impact of Environment Configurations on the Stability of AI-Enabled Systems

   Musfiqur Rahman, SayedHassan Khatoonabadi, Ahmad Abdellatif, and 2 more authors

   In Proceedings of the 29th International Conference on Evaluation and Assessment in Software Engineering, 2025

   Bib PDF

   @inproceedings{rahman2024impact,
     title = {The Impact of Environment Configurations on the Stability of AI-Enabled Systems},
     author = {Rahman, Musfiqur and Khatoonabadi, SayedHassan and Abdellatif, Ahmad and Samaana, Haya and Shihab, Emad},
     booktitle = {Proceedings of the 29th International Conference on Evaluation and Assessment in Software Engineering},
     year = {2025},
     publisher = {Association for Computing Machinery},
     address = {New York, NY, USA},
   }

2024

1. CAIN

   DVC in Open Source ML-development: The Action and the Reaction

   Lorena Barreto Simedo Pacheco, Musfiqur Rahman, Fazle Rabbi, and 6 more authors

   In Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering-Software Engineering for AI, 2024

   Bib PDF

   @inproceedings{barreto2024dvc,
     title = {DVC in Open Source ML-development: The Action and the Reaction},
     author = {Barreto Simedo Pacheco, Lorena and Rahman, Musfiqur and Rabbi, Fazle and Fathollahzadeh, Pouya and Abdellatif, Ahmad and Shihab, Emad and Chen, Tse-Hsun and Yang, Jinqiu and Zou, Ying},
     booktitle = {Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering-Software Engineering for AI},
     pages = {75--80},
     year = {2024},
   }

2022

1. Other

   Tools and Techniques Adapted for Teaching Software Engineering Topics Remotely during the COVID-19 Pandemic

   Md Farhad Alam Bhuiyan, Musfiqur Rahman, Fairuza Laila, and 2 more authors

   In 55th Annual Hawaii International Conference on System Sciences, HICSS 2022, 2022

   Bib PDF

   @inproceedings{bhuiyan2022tools,
     title = {Tools and Techniques Adapted for Teaching Software Engineering Topics Remotely during the COVID-19 Pandemic},
     author = {Bhuiyan, Md Farhad Alam and Rahman, Musfiqur and Laila, Fairuza and Ahmed, Sarkar Tanveer and Hussain, Ishtiaque},
     booktitle = {55th Annual Hawaii International Conference on System Sciences, HICSS 2022},
     pages = {1042--1051},
     year = {2022},
     organization = {IEEE Computer Society},
   }

2019

1. ICSE

   Natural Software Revisited

   Musfiqur Rahman, Dharani Palani, and Peter C Rigby

   In Proceedings of the 41st International Conference on Software Engineering (ICSE), 2019

   Bib PDF

   @inproceedings{rahman2019natural,
     title = {Natural Software Revisited},
     author = {Rahman, Musfiqur and Palani, Dharani and Rigby, Peter C},
     booktitle = {Proceedings of the 41st International Conference on Software Engineering (ICSE)},
     pages = {37--48},
     year = {2019},
     organization = {IEEE},
   }

2. MSR

   Cleaning stackoverflow for machine translation

   Musfiqur Rahman, Peter Rigby, Dharani Palani, and 1 more author

   In 2019 IEEE/ACM 16th International Conference on Mining Software Repositories (MSR), 2019

   Bib PDF

   @inproceedings{rahman2019cleaning,
     title = {Cleaning stackoverflow for machine translation},
     author = {Rahman, Musfiqur and Rigby, Peter and Palani, Dharani and Nguyen, Tien},
     booktitle = {2019 IEEE/ACM 16th International Conference on Mining Software Repositories (MSR)},
     pages = {79--83},
     year = {2019},
     organization = {IEEE},
   }

2018

1. Thesis

   Analyzing the Predictability of Source Code and its Application in Creating Parallel Corpora for English-to-Code Statistical Machine Translation

   Musfiqur Rahman

   Concordia University, 2018

   Bib PDF

   @phdthesis{rahman2018analyzing,
     title = {Analyzing the Predictability of Source Code and its Application in Creating Parallel Corpora for English-to-Code Statistical Machine Translation},
     author = {Rahman, Musfiqur},
     year = {2018},
     school = {Concordia University},
   }

2014

1. Other

   Using Bayesian networks to model and analyze software product line feature model

   Musfiqur Rahman and Shamim Ripon

   In Multi-disciplinary Trends in Artificial Intelligence, 2014

   Bib PDF

   @inproceedings{rahman2014using,
     title = {Using Bayesian networks to model and analyze software product line feature model},
     author = {Rahman, Musfiqur and Ripon, Shamim},
     booktitle = {Multi-disciplinary Trends in Artificial Intelligence},
     pages = {220--231},
     year = {2014},
     organization = {Springer},
   }