MD Akil Raihan Iftee

Siam Tahsin Bhuiyan, Rashedur Rahman, Saadia Binte Alam, Halima Khatun, Riyadul Islam, Sefatul Wasi, Md Akil Raihan Iftee, Ashraful Islam

Patch-Based Deep Ensemble Learning for Enhancing Pelvic Fracture Detection

2025 28th International Conference on Computer and Information Technology (ICCIT), pp. 3022-3027, 2025

• ensemble deep learning
• trauma care
• X-ray images

• SDG 3Good Health and Well-being

Md Akil Raihan Iftee, Syed Md Ahnaf Hasan, Amin Ahsan Ali, AKM Mahbubur Rahman, Sajib Mistry, Aneesh Krishna

FedPoisonTTP: A Threat Model and Poisoning Attack for Federated Test-Time Personalization

arXiv (Cornell University), pp. 3330-3339, 2025

• data poisoning
• Federated learning
• surrogate models
• feature consistency
• Threat model
• adversarial queries

Md Akil Raihan Iftee, Mir Sazzat Hossain, Rakibul Hasan Rajib, Tariq Iqbal, Md Mofijul Islam, M Ashraful Amin, Amin Ahsan Ali, AKM Rahman

SloMo-Fast: Slow-Momentum and Fast-Adaptive Teachers for Source-Free Continual Test-Time Adaptation

arXiv (Cornell University), 2025

• continual test-time adaptation
• catastrophic forgetting
• source-free adaptation
• domain shift

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: A Personalized Federated Test-Time Adaptation with Balanced Batch Normalization for Class-Imbalanced Data

arXiv (Cornell University), 2025

• test-time adaptation
• domain shift
• class imbalance
• Federated learning
• privacy-preserving federated learning
• minority class performance

Mir Sazzat Hossain, Ovi Paul, Md Akil Raihan Iftee, Rakibul Hasan Rajib, Abu Bakar Siddik Nayem, Anis Sarker, Arshad Momen, Md. Ashraful Amin, Amin Ahsan Ali, AKM 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), pp. 2808-2813, 2025

• land use and land cover mapping
• DeepLabV3+
• Dhaka Metropolitan Area
• domain adaptation
• urban sprawl
• high-resolution satellite imagery
• pixel-wise annotation
• annotated dataset
• ground truth validation

• SDG 11Sustainable Cities and Communities

Mir Sazzat Hossain, Khan Muhammad Bin Asad, Payaswini Saikia, Adrita Khan, Md Akil Raihan Iftee, Rakibul Hasan Rajib, Arshad Momen, Md Ashraful Amin, Amin Ahsan Ali, AKM Mahbubur Rahman

RGC-Bent: A Novel Dataset for Bent Radio Galaxy Classification

2025 IEEE International Conference on Image Processing (ICIP), pp. 2868–2873, 2025

• intracluster medium
• active galactic nuclei
• convolutional neural networks
• ConvNeXt
• galaxy clusters
• radio galaxy classification
• astronomical image classification
• transformer models

Rakibul Hasan Rajib, Md Akil Raihan Iftee, Mir Sazzat Hossain, A. K. M. Mahbubur Rahman, Sajib Mistry, M 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), pp. 1–8, 2025

• Federated learning
• spatial heterogeneity
• continual test-time adaptation
• entropy minimization
• privacy preservation
• distribution shift
• temporal heterogeneity