Publications

Journal Papers (Recent First)

🗹 Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 (Q2)
Authors: Md. Zahid Hossain, Mustofa Ahmed, Most. Sharmin Sultana Samu, and Md. Rakibul Islam
Journal: Biomedical Materials & Devices (Biomedical Materials & Devices)
Year of Publication: 2025

🗹 Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 (Q2)
Authors: Md. Rakibul Islam, Md. Zahid Hossain, Mustofa Ahmed, and Most. Sharmin Sultana Samu
Journal: Engineering Reports (Engineering Reports)
Year of Publication: 2025

🗹 Detecting AI-Generated Paraphrases in Bengali: A Comparative Study of Zero-Shot and Fine-Tuned Transformers (Presented for publication)
Authors: Md. Rakibul Islam, Most. Sharmin Sultana Samu, Md. Zahid Hossain, Farhad Uz Zaman, and Md. Kamrozzaman Bhuiyan
Conference: 28th International Conference on Computer and Information Technology (ICCIT 2025)
Year of Publication: 2025

🗹 Zero-Shot to Zero-Lies: Detecting Bengali Deepfake Audio through Transfer Learning (Presented for publication)
Authors: Most. Sharmin Sultana Samu, Md. Rakibul Islam, Md. Zahid Hossain, Md. Kamrozzaman Bhuiyan, and Farhad Uz Zaman
Conference: 28th International Conference on Computer and Information Technology (ICCIT 2025)
Year of Publication: 2025

🗹 BeHGAN: Bengali Handwritten Word Generation from Plain Text Using Generative Adversarial Networks (Presented for publication)
Authors: Md. Rakibul Islam, Md. Kamrozzaman Bhuiyan, Safwan Muntasir, Arifur Rahman Jawad, and Most. Sharmin Sultana Samu
Conference: 28th International Conference on Computer and Information Technology (ICCIT 2025)
Year of Publication: 2025

🗹 FUSE: Unifying Spectral and Semantic Cues for Robust AI-Generated Image Detection (Presented for publication)
Authors: Md. Zahid Hossain, Most. Sharmin Sultana Samu, Md. Kamrozzaman Bhuiyan, Farhad Uz Zaman, and Md. Rakibul Islam
Conference: 28th International Conference on Computer and Information Technology (ICCIT 2025)
Year of Publication: 2025

🗹 Advancing AI-Generated Image Detection: Enhanced Accuracy through CNN and Vision Transformer Models with Explainable AI Insights
Authors: Md. Zahid Hossain, Farhad Uz Zaman, and Md. Rakibul Islam
Conference: 26th International Conference on Computer and Information Technology (ICCIT 2023)
Year of Publication: 2023

🗹 A Lightweight and Explainable Vision-Language Framework for Crop Disease Visual Question Answering (Preprint)
Authors: Md. Zahid Hossain, Most. Sharmin Sultana Samu, Md. Rakibul Islam, and Md. Siam Ansary