AKM Mahbubur Rahman, PhD

Siam Tahsin Bhuiyan, Rashedur Rahman, Sefatul Wasi, Halima Khatun, Ashraful Islam, AKM Mahbubur Rahman, Saadia Binte Alam, M Ashraful Amin

PelviNeXt: A Modality-Agnostic Hybrid Network for Pelvic Imaging in Women's Health

arXiv (Cornell University), 2026

• perceptual hashing
• pelvic radiography
• multi-scale feature fusion
• polycystic ovary syndrome
• channel and spatial attention
• pelvic fractures
• pelvic ultrasound
• multi-head self-attention

• SDG 3Good Health and Well-being
• SDG 5Gender Equality

Abu Tyeb Azad, Fahim Ahmed, Ishita Sur Apan, Ezharuddin Jubaer, Sumaiya Karim Katha, Armun Alam, Amin Ahsan Ali, Aman Chadha, Md Mofijul Islam, AKM Mahbubur Rahman

Khondo: A Multimodal Benchmark for Document Packet Splitting of Bangla Forms

arXiv (Cornell University), 2026

• multimodal benchmark
• vision-language models
• document segmentation
• document clustering
• administrative documents

Aldrin Kabya Biswas, Md Fahim, Md Tahmid Hasan Fuad, Akm Moshiur Rahman Mazumder, Amin Ahsan Ali, AKM Mahbubur Rahman

Training-free layer selection for partial fine-tuning of language models

Information Sciences 740, pp. 123204, 2026

• partial fine-tuning
• domain generalization
• pre-trained language models
• text generation
• layer selection
• parameter-efficient fine-tuning
• sentence classification
• transformer layers

Aldrin Kabya Biswas, Md Fahim, Md Ashraful Amin, Amin Ahsan Ali, AKM Mahbubur Rahman

PRiSM: Partial Ranking via Inter-layer Semantic Measurement for Efficient Fine-tuning of Language Models

Proceedings of the Fifteenth Language Resources and Evaluation Conference (LREC 2026) 11(16), pp. 10313-10323, 2026

• partial rankings
• language model fine-tuning
• efficient fine-tuning
• Semantic similarity

Abu Tyeb Azad, Ishita Sur Apan, Fahim Ahmed, Sumaiya Karim Katha, Ezharuddin Jubaer, Armun Alam, Pranjal Kumar Nandi, Amin Ahsan Ali, Aman Chadha, Md Mofijul Islam, AKM Mahbubur Rahman

BaFCo: A Document Understanding Benchmark for Complex Bangla Form Comprehension

Computer Vision – ECCV 2026, pp. 402-420, 2026

• key information extraction
• multimodal large language models
• document layout analysis
• government forms
• chain-of-thought prompting
• low-resource languages
• zero-shot prompting
• document understanding
• Bengali language
• annotated dataset

Jahanggir Hossain Setu, Md Junayed Hossain, Ashraful Islam, AKM Mahbubur Rahman, M Ashraful Amin

TrueRate: Operationalizing Sentiment Analysis for Accurate Smartphone App Rating Inference

International Conference on Human-Computer Interaction, pp. 228-247, 2026

In: Human-Centered Design, Operation and Evaluation of Mobile Communications

• Sentiment analysis
• DeBERTa
• BERT
• online customer reviews
• star rating prediction
• online reviews
• app reviews
• usability evaluation

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

arXiv (Cornell University), 2025

• jet tagging
• graph neural networks
• Lund jet plane
• explainable deep learning
• perturbative QCD factorization
• jet classification
• Grad-CAM
• kinematic parameters

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, 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

Ovi Paul, Abu Bakar Siddik Nayem, Anis Sarker, Rakibul Hasan Rajib, Tahmid Hossain Jit, Armun Alam, M Ashraful Amin, Amin Ahsan Ali, AKM Mahbubur Rahman

BOLM high resolution land use and land cover dataset and benchmark results for the rapidly developing City of Dhaka Bangladesh

Scientific Reports 15(1), pp. 37689, 2025

• land use and land cover mapping
• data-scarce regions
• DeepLabV3+
• U-Net
• Sentinel-2A
• Dhaka Metropolitan Area
• pixel-level annotation
• urban development