User Profile with Large Language Models: Construction, Updating, and Benchmarking. - Nusrat Jahan Prottasha; Md. Kowsher; Hafijur Raman; Israt Jahan Anny; Prakash Bhat; Ivan Garibay; Ozlem O. Garibay (CoRR, 2025)

PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models. - Nusrat Jahan Prottasha; Upama Roy Chowdhury; Shetu Mohanto; Tasfia Nuzhat; Abdullah As Sami; Md Shamol Ali; Md. Shohanur Islam Sobuj; Hafijur Raman; Md. Kowsher; Ozlem O. Garibay (CoRR, 2025)