publications

2026

1. Quantize the Language Tower, Not the Vision Tower: Recovering Numeric Accuracy in Page-Image QA

   Salehin Seyam, Md Rashi, and Hafijur Raman

   In Manuscript submitted to IEEE FMLDS, Jul 2026

   Bib

   @inproceedings{seyam2026quantize,
     title = {Quantize the Language Tower, Not the Vision Tower: Recovering Numeric Accuracy in Page-Image QA},
     author = {Seyam, Salehin and Rashi, Md and Raman, Hafijur},
     booktitle = {Manuscript submitted to IEEE FMLDS},
     year = {2026},
     month = jul,
   }

2025

1. User Profile with Large Language Models: Construction, Updating, and Benchmarking

   Nusrat Jahan Prottasha, Md Kowsher, Hafijur Raman, and 4 more authors

   arXiv preprint arXiv:2502.10660, Mar 2025

   arXiv Bib HTML

   @article{prottasha2025userprofile,
     title = {User Profile with Large Language Models: Construction, Updating, and Benchmarking},
     author = {Prottasha, Nusrat Jahan and Kowsher, Md and Raman, Hafijur and Anny, Israt Jahan and Bhat, Prakash and Garibay, Ivan and Garibay, Ozlem},
     journal = {arXiv preprint arXiv:2502.10660},
     year = {2025},
     month = mar,
   }

2. PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models

   Nusrat Jahan Prottasha, Upama Roy Chowdhury, Shetu Mohanto, and 7 more authors

   arXiv preprint arXiv:2504.14117, Apr 2025

   arXiv Bib HTML

   @article{prottasha2025peft,
     title = {PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models},
     author = {Prottasha, Nusrat Jahan and Chowdhury, Upama Roy and Mohanto, Shetu and Nuzhat, Tasfia and Sami, Abdullah As and Ali, Md Shamol and Sobuj, Md Shohanur Islam and Raman, Hafijur and Kowsher, Md and Garibay, Ozlem Ozmen},
     journal = {arXiv preprint arXiv:2504.14117},
     year = {2025},
     month = apr,
   }