Md. Shohanur Islam Sobuj

According to our database, Md. Shohanur Islam Sobuj authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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, April, 2025

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

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, Özlem Özmen Garibay

CoRR, 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

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, Md. Shafiul Alam, Mahmudul Hasan, Md. Shohanur Islam Sobuj, Md. Babul Islam, Veerpratap Meena, Francesco Benedetto

IEEE Access, 2024

L-Tuning: Synchronized Label Tuning for Prompt and Prefix in LLMS.

Md. Kowsher, Md. Shohanur Islam Sobuj, Asif Mahmud, Nusrat Jahan Prottasha, Prakash Bhat

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

2022

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