Mir Sazzat Hossain

Rafid Ahmed, Intesar Tahmid, Mir Sazzat Hossain, Tasnimul Hossain Tomal, Md Mahir Jawad, Anam Borhan Uddin, Md Fahim, Md Farhad Alam Bhuiyan. “Evaluating Large Vision Language Models on Bangla Medical Visual Question Answering” In Findings of the Association for Computational Linguistics: ACL 2026, pages 37362–37378, San Diego, California, United States. Association for Computational Linguistics. [CORE Rank: A*] Paper

Md Fahim, Md Farhan Ishmam, Mir Sazzat Hossain, Md. Ashraful Amin, Amin Ahsan Ali, A K M Mahbubur Rahman. “R-MMA: Enhancing Vision-Language Models with Recurrent Adapters for Few-Shot and Cross-Domain Generalization” in Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2026, pp. 6496-6506. [CORE Rank: A] Paper Code

Mir Sazzat Hossain, AKM Mahbubur Rahman, Md. Ashraful Amin, Amin Ahsan Ali. “Lightweight Recurrent Neural Network for Image Super-Resolution” 2024 IEEE International Conference on Image Processing (ICIP), Abu Dhabi, United Arab Emirates, 2024, pp. 1567–1573, DOI: 10.1109/ICIP51287.2024.10647844. [CORE Rank: B] Paper

Rakibul Hasan Rajib, Md Akil Raihan Iftee, Mir Sazzat Hossain, A K M Mahbubur Rahman, Sajib Mistry, Md. Ashraful Amin, Amin Ahsan Ali. “FedCTTA: A Collaborative Approach to Continual Test-Time Adaptation in Federated Learning” 2025 International Joint Conference on Neural Networks (IJCNN), Rome, Italy, 2025, pp. 1-8, DOI: 10.1109/IJCNN64981.2025.11228519. [CORE Rank: B] Paper

Mir Sazzat Hossain, Ovi Paul, Md Akil Raihan Iftee, Rakibul Hasan Rajib, Abu Bakar Siddik Nayem, Anis Sarker, Md. Ashraful Amin, Amin Ahsan Ali, A K M Mahbubur Rahman. “BD Open LULC Map: High-Resolution Land Use Land Cover Mapping & Benchmarking for Urban Development in Dhaka, Bangladesh” 2025 IEEE International Conference on Image Processing (ICIP), Anchorage, Alaska, USA, 2025, pp. 2808–2813, DOI: 10.1109/ICIP55913.2025.11084396. [CORE Rank: B] Paper

Newaz Ben Alam, Akm Moshiur Rahman Mazumder, Mir Sazzat Hossain, Mysha Samiha, Md Alvi Noor Hossain, Md Fahim, Amin Ahsan Ali, Ashraful Islam, M Ashraful Amin, Akmmahbubur Rahman. “CMBan: Cartoon-Driven Meme Contextual Classification Dataset for Bangla.” In Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, pages 2178–2194, Mumbai, India. [CORE Rank: B] Paper

Mir Sazzat Hossain, K M B Asad, Payaswini Saikia, Adrita Khan, Md Akil Raihan Iftee, Rakibul Hasan Rajib, A K M Mahbubur Rahman, Arshad Momen, Jewel Kumar Ghosh, Amin Ahsan Ali, Md. Ashraful Amin. “RGC-Bent: A Novel Dataset for Bent Radio Galaxy Classification” 2025 IEEE International Conference on Image Processing (ICIP), Anchorage, Alaska, USA, 2025, pp. 2868–2873, DOI: 10.1109/ICIP55913.2025.11084387. [CORE Rank: B] Paper Code

Mir Sazzat Hossain, Md Shahadat Hossain Shahal, K M B Asad, Payaswini Saikia, Adrita Khan, Fatema Akter, Amin Ahsan Ali, Md. Ashraful Amin, Arshad Momen, A K M Mahbubur Rahman. “RGC: A Radio AGN Classifier Based on Deep Learning: I. A Semi-Supervised Model for the VLA Images of Bent Radio AGNs” accepted to Astronomy & Astrophysics (A&A). [Q1 Journal] Paper

Fahim Mahafuz Ruhad, Md Fahim, Mir Sazzat Hossain, Md Fahad Monir, Md. Ashraful Amin, Ashraful Islam. “Beyond Classification: Benchmarking Object Detection Models for Efficient Tomato Leaf Disease Identification on a Real-World Dataset” in Elsevier Smart Agricultural Technology, vol. 12, pp. 101336, 2025, DOI: 10.1016/j.atech.2025.101336. [Q1 Journal] Paper

Team BD Lensing. “Investigating the Relation Between Environment and Internal Structure of Massive Elliptical Galaxies Using Strong Lensing” in Astronomy & Astrophysics (A&A), vol. 699, pp. A259, 2025, DOI: 10.1051/0004-6361/202453239. [Q1 Journal] Paper

Rafid Ahmed, Intesar Tahmid, Mir Sazzat Hossain, Tasnimul Hossain Tomal, Md Fahim, Md Farhad Alam. “How Good LLMs Are at Answering Bangla Medical Visual Questions? Dataset and Benchmarking” Proceedings of The Second AAAI Bridge Program on AI for Medicine and Healthcare, PMLR 317:1-14, 2026. Paper

Md Mahir Jawad, Rafid Ahmed, Ishita Sur Apan, Tasnimul Hossain Tomal, Fabiha Haider, Mir Sazzat Hossain, Md Farhad Alam Bhuiyan. “Benchmarking Large Language Models on Bangla Dialect Translation and Dialectal Sentiment Analysis” In Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025), pages 322–337, Mumbai, India. Association for Computational Linguistics. [Best Long Paper Award] Paper Award

Tasnimul Hossain Tomal, Anam Borhan Uddin, Intesar Tahmid, Mir Sazzat Hossain, Md Fahim, Md Farhad Alam Bhuiyan. “LP-FT-LoRA: A Three-Stage PEFT Framework for Efficient Domain Adaptation in Bangla NLP Tasks” In Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025), pages 212–222, Mumbai, India. Association for Computational Linguistics. Paper

Mir Sazzat Hossain, Sugandha Roy, K M B Asad, Arshad Momen, Amin Ahsan Ali, Md. Ashraful Amin, AKM Mahbubur Rahman. “Morphological Classification of Radio Galaxies Using Semi-Supervised Group Equivariant CNNs” in Procedia Computer Science, vol. 222, pp. 601–612, 2023, ISSN: 1877-0509, DOI: 10.1016/j.procs.2023.08.198. Paper

Mir Sazzat Hossain, Tasnimul Hossain Tomal, Anam Borhan Uddin, Md Fahim, Md. Zakir Hossan, Md Farhad Alam Bhuiyan. “MOMA: Mixture of Multimodal Adapters for Vision Language Models” submitted to the 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP 2026). [CORE Rank: A*]

Md Mahir Jawad, Galib Mahmud Jim, Rafid Ahmed, Mir Sazzat Hossain, Md Fahim, Md Farhad Alam Bhuiyan. “5-DIALECTS-BN: Unmasking the Impact of Transliteration on Bangla Dialectal LLMs” submitted to the 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP 2026). [CORE Rank: A*]

Rafid Ahmed, Md. Faiyaz Abdullah Sayeedi, Fariha Anjum Shifa, Mir Sazzat Hossain, Faria Iffat Reshma, Mahbub E Sobhani, Md Fahim, Md Farhad Alam Bhuiyan. “BANGLATMEDQA: A Multimodal Benchmark for Open Ended Bangla Medical Question Answering” submitted to the 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP 2026). [CORE Rank: A*]

Rafid Ahmed, Mir Sazzat Hossain, Intesar Tahmid, Md Fahim, Md Farhad Alam Bhuiyan. “Pretrained VLM Projectors are Efficient Adapters for Vision Transformers” submitted to the Winter Conference on Applications of Computer Vision (WACV 2027). [CORE Rank: A]

Tasnimul Hossain Tomal, Mir Sazzat Hossain, Rafid Ahmed, Md Fahim, Md Farhad Alam Bhuiyan. “CEKALA: CKA-Guided Layer Selection for Efficient Vision–Language Adaptation” submitted to the Winter Conference on Applications of Computer Vision (WACV 2027). [CORE Rank: A]

Md Akil Raihan Iftee, Mir Sazzat Hossain, Rakibul Hasan Rajib, A K M Mahbubur Rahman, Tariq Iqbal, Md Mofijul Islam, Md. Ashraful Amin, Amin Ahsan Ali. “SloMo-Fast: Slow-Momentum and Fast-Adaptive Teachers for Source-Free Continual Test-Time Adaptation” submitted to the Winter Conference on Applications of Computer Vision (WACV 2027). [CORE Rank: A]

Md Akil Raihan Iftee, Syed Md. Ahnaf Hasan, Mir Sazzat Hossain, Rakibul Hasan Rajib, Amin Ahsan Ali, AKM Mahbubur Rahman, Sajib Mistry, Monowar Bhuyan. “pFedBBN: Personalized Federated Test-Time Adaptation with Balanced Batch Normalization for Class-Imbalanced Data” submitted to IEEE Transactions on Artificial Intelligence. [Q1 Journal]

Ezharuddin Jubaer, Sumaiya Karim Katha, Mir Sazzat Hossain, Fahim Shahriar, Amin Ahsan Ali, AKM Mahbubur Rahman. “TRoPE-TUL: Trajectory-User Linking via Spatio-Temporal Rotary Position Embedding” submitted to Pattern Recognition. [Q1 Journal]

Md Raqibul Islam, Adrita Khan, Mir Sazzat Hossain, Choudhury Ben Yamin Siddiqui, Md. Zakir Hossan, Tanjib Khan, M. Arshad Momen, Amin Ahsan Ali, AKM Mahbubur Rahman. “KIGNet: Physics-Motivated Multi-Graph Representation Learning for Explainable Jet Tagging” submitted to the American Physical Society (APS) Journals. [Q1 Journal]