A Classical Approach to Handcrafted Feature Extraction Techniques for Bangla Handwritten Digit Recognition. - Md Ferdous Wahid; Md. Fahim Shahriar; Md. Shohanur Islam Sobuj (CoRR, 2022)

L-Tuning: Synchronized Label Tuning for Prompt and Prefix in LLMS. - Md. Kowsher; Md. Shohanur Islam Sobuj; Asif Mahmud; Nusrat Jahan Prottasha; Prakash Bhat (Tiny Papers @ ICLR, 2024)

Securing Electric Vehicle Performance: Machine Learning-Driven Fault Detection and Classification. - Mahbub Ul Islam Khan; Md. Ilius Hasan Pathan; Mohammad Mominur Rahman; Md. Maidul Islam; Mohammed Arfat Raihan Chowdhury; Md. Shamim Anower; Md. Masud Rana 003; Md. Shafiul Alam; Mahmudul Hasan 018; Md. Shohanur Islam Sobuj; Md. Babul Islam; Veerpratap Meena; et al. (IEEE Access, 2024)

Leveraging Pre-trained CNNs for Efficient Feature Extraction in Rice Leaf Disease Classification. - Md. Shohanur Islam Sobuj; Md. Imran Hossen; Md. Foysal Mahmud; Mahbub Ul Islam Khan (CoRR, 2024)

Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning. - Nusrat Jahan Prottasha; Asif Mahmud; Md. Shohanur Islam Sobuj; Prakash Bhat; Md. Kowsher; Niloofar Yousefi 001; Özlem Özmen Garibay (CoRR, 2024)

LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting. - Md. Kowsher; Md. Shohanur Islam Sobuj; Nusrat Jahan Prottasha; E. Alejandro Alanis; Özlem Özmen Garibay; Niloofar Yousefi 001 (CoRR, 2024)

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)