Niful Islam

According to our database, Niful Islam authored at least 11 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

SelfHeal: Empirical Fix Pattern Analysis and Bug Repair in LLM Agents.

Niful Islam, Muhammad Anas Raza, Mohammad Wardat

CoRR, April, 2026

Remote Sensing Image Classification Using Deep Ensemble Learning.

Niful Islam, Md. Rayhan Ahmed, Nur Mohammad Fahad, Salekul Islam, A. K. M. Muzahidul Islam, Saddam Hossain Mukta, Swakkhar Shatabda

CoRR, March, 2026

When Agents Fail: A Comprehensive Study of Bugs in LLM Agents with Automated Labeling.

Niful Islam, Ragib Shahriar Ayon, Deepak-George Thomas, Shibbir Ahmed, Mohammad Wardat

CoRR, January, 2026

2025

MultiBanFakeDetect: Integrating advanced fusion techniques for multimodal detection of Bangla fake news in under-resourced contexts.

Fatema Tuj Johora Faria, Mukaffi Bin Moin, Zayeed Hasan, Md. Arafat Alam Khandaker, Niful Islam, Khan Md. Hasib, Muhammad Firoz Mridha

Int. J. Inf. Manag. Data Insights, 2025

Can a Large Language Model Win a Kaggle Competition?

Illya Gordyy, Estevan Rendon, Niful Islam, Mohammad Wardat, Huirong Fu

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Deep Fusion Model for Brain Tumor Classification Using Fine-Grained Gradient Preservation.

Niful Islam, Mohaiminul Islam Bhuiyan, Jarin Tasnim Raya, Nur Shazwani Kamarudin, Khan Md. Hasib, Muhammad Firoz Mridha, Dewan Md. Farid

CoRR, 2024

Leveraging Knowledge Distillation for Lightweight Skin Cancer Classification: Balancing Accuracy and Computational Efficiency.

Niful Islam, Khan Md. Hasib, Fahmida Akter Joti, Asif Karim, Sami Azam

CoRR, 2024

DTization: A New Method for Supervised Feature Scaling.

Niful Islam

CoRR, 2024

2023

Distinguishing Human Generated Text From ChatGPT Generated Text Using Machine Learning.

Niful Islam, Debopom Sutradhar, Humaira Noor, Jarin Tasnim Raya, Monowara Tabassum Maisha, Dewan Md. Farid

CoRR, 2023

Determining the Optimal Number of GAT and GCN Layers for Node Classification in Graph Neural Networks.

Humaira Noor, Niful Islam, Md. Saddam Hossain Mukta, Nur Shazwani Binti Kamarudin, Mohaimenul Azam Khan Raiaan, Sami Azam

Proceedings of the 8th IEEE International Conference On Software Engineering and Computer Systems, 2023

EWasteNet: A Two-Stream Data Efficient Image Transformer Approach for E-Waste Classification.

Niful Islam, Md. Mehedi Hasan Jony, Emam Hasan, Sunny Sutradhar, Atikur Rahman, Md. Motaharul Islam

Proceedings of the 8th IEEE International Conference On Software Engineering and Computer Systems, 2023