publications

2026

1. Journal

   

   BLAgent: Agentic RAG for File-Level Bug Localization

   Md Afif Al Mamun, and Gias Uddin

   ACM Transactions on Software Engineering and Methodology, 2026

   Bib PDF

   @article{mamun2026blagent,
     author = {Mamun, Md Afif Al and Uddin, Gias},
     journal = {ACM Transactions on Software Engineering and Methodology},
     title = {BLAgent: Agentic RAG for File-Level Bug Localization},
     year = {2026},
     volume = {},
     number = {},
   }

2. Journal

   

   TriagerX: Dual Transformers for Bug Triaging Tasks with Content and Interaction Based Rankings

   Md Afif Al Mamun, Gias Uddin, Lan Xia, and 1 more author

   IEEE Transactions on Software Engineering, 2026

   DOI Bib HTML PDF

   @article{mamun2026triagerx,
     author = {Al Mamun, Md Afif and Uddin, Gias and Xia, Lan and Zhang, Longyu},
     journal = {IEEE Transactions on Software Engineering},
     title = {TriagerX: Dual Transformers for Bug Triaging Tasks with Content and Interaction Based Rankings},
     year = {2026},
     volume = {},
     number = {},
     pages = {1-16},
     doi = {10.1109/TSE.2026.3685573},
   }

3. Conference

   

   Evaluating the Environmental Impact of using SLMs and Prompt Engineering for Code Generation

   Md Afif Al Mamun, Sayan Nath, Novarun Deb, and 1 more author

   In The International Conference on Evaluation and Assessment in Software Engineering (EASE), Glasgow, Scotland, 2026

   Bib HTML PDF Slides

   @inproceedings{mamun2026evaluating,
     author = {Mamun, Md Afif Al and Nath, Sayan and Deb, Novarun and Uddin, Gias},
     booktitle = {The International Conference on Evaluation and Assessment in Software Engineering (EASE)},
     title = {Evaluating the Environmental Impact of using SLMs and Prompt Engineering for Code Generation},
     year = {2026},
     volume = {},
     number = {},
     location = {Glasgow, Scotland},
   }

2025

1. Conference

   

   Hallucination Detection in Large Language Models with Metamorphic Relations

   Yang Borui, Md Afif Al Mamun, Jie Zhang, and 1 more author

   In The ACM International Conference on the Foundations of Software Engineering (FSE), Trondheim, Norway, 2025

   Distinguished Paper Award DOI Bib HTML PDF

   The ACM SIGSOFT Distinguished Paper Award

   @inproceedings{borui2025hallucination,
     author = {Borui, Yang and Mamun, Md Afif Al and Zhang, Jie and Uddin, Gias},
     booktitle = {The ACM International Conference on the Foundations of Software Engineering (FSE)},
     title = {Hallucination Detection in Large Language Models with Metamorphic Relations},
     year = {2025},
     volume = {},
     number = {},
     location = {Trondheim, Norway},
     pages = {1-6},
     doi = {10.1145/3715735},
   }

2. Conference

   

   Evaluating Deep Learning Based Domain Generalization for Motion Mitigation in Multi-Center Brain MRI

   Saad Ashraf, Md Afif Al Mamun, Mumu Akter, and 2 more authors

   In Reconstruction and Imaging Motion Estimation (RIME), Daejeon, Republic of Korea, 2025

   Bib

   @inproceedings{ashraf2025evaluating,
     author = {Ashraf, Saad and Mamun, Md Afif Al and Akter, Mumu and Souza, Roberto and Bento, Mariana},
     booktitle = {Reconstruction and Imaging Motion Estimation (RIME)},
     title = {Evaluating Deep Learning Based Domain Generalization for Motion Mitigation in Multi-Center Brain MRI},
     year = {2025},
     volume = {},
     number = {},
     location = {Daejeon, Republic of Korea},
   }

2024

1. Poster

   

   Inspiring AI-Infused Innovations in Adoptium AQAvit and Openj9

   Md Afif Al Mamun, Gias Uddin, Lan Xia, and 1 more author

   International Conference on Collaborative Advances in Software and COmputiNg (CASCON), Toronto, Canada, Nov 2024

   PDF
2. Poster

   

   Neonatal Brain MRI Motion Correction using Adult MRI

   Saad Bin Ashraf, Md Afif Al Mamun, Mumu Aktar, and 2 more authors

   International Society for Magnetic Resonance in Medicine, Montreal, Canada, May 2024

   HTML PDF

2020

1. Thesis

   

   an-Eye: SAFE NAVIGATION IN FOOTPATH FOR VISUALLY IMPAIRED USING COMPUTER VISION TECHNIQUES

   Md Afif Al Mamun, and Imamul Kadir

   Jun 2020

   DOI Video
2. Conference

   

   TLNet: A Deep CNN model for Prediction of tomato Leaf Diseases

   Md. Afif Al Mamun, Dewan Ziaul Karim, Subroto Nag Pinku, and 1 more author

   In 2020 23rd International Conference on Computer and Information Technology (ICCIT), Jun 2020

   DOI Bib

   @inproceedings{mamun2020tlnet,
     author = {Mamun, Md. Afif Al and Karim, Dewan Ziaul and Pinku, Subroto Nag and Bushra, Tasfia Anika},
     booktitle = {2020 23rd International Conference on Computer and Information Technology (ICCIT)},
     title = {TLNet: A Deep CNN model for Prediction of tomato Leaf Diseases},
     year = {2020},
     volume = {},
     number = {},
     pages = {1-6},
     doi = {10.1109/ICCIT51783.2020.9392664},
   }

2019

1. Conference

   

   Bangla Music Genre Classification Using Neural Network

   Md. Afif Al Mamun, Imamul Kadir, AKM Shahariar Azad Rabby, and 1 more author

   In 2019 8th International Conference System Modeling and Advancement in Research Trends (SMART), Jun 2019

   DOI Bib

   @inproceedings{mamun2019music,
     author = {Mamun, Md. Afif Al and Kadir, Imamul and Rabby, AKM Shahariar Azad and Al Azmi, Abdullah},
     booktitle = {2019 8th International Conference System Modeling and Advancement in Research Trends (SMART)},
     title = {Bangla Music Genre Classification Using Neural Network},
     year = {2019},
     volume = {},
     number = {},
     pages = {397-403},
     doi = {10.1109/SMART46866.2019.9117400},
   }