Publications

LumiNet: Perception-Driven Knowledge Distillation via Statistical Logit Calibration

Md. Ismail Hossain, M M Lutfe Elahi, Sameera Ramasinghe, Ali Cheraghian, Fuad Rahman, Nabeel Mohammed, Shafin Rahman

Transactions on Machine Learning Research (TMLR)

Deployable Deep Learning for Cross-Domain Plant Leaf Disease Detection via Ensemble Learning, Knowledge Distillation, and Quantization

Mohammad Junayed Hasan, Suvodeep Mazumdar, Sifat Momen

IEEE Access

A triple pronged approach for ulcerative colitis severity classification using multimodal, meta, and transformer based learning

Md. Nasim Ahmed*, Dipta Neogi*, Muhammad Rafsan Kabir*, Shafin Rahman, Sifat Momen, Nabeel Mohammed

Nature Scientific Reports

BanNERD: A Benchmark Dataset and Context-Driven Approach for Bangla Named Entity Recognition

Md Motahar Mahtab, Faisal Ahamed Khan, Md Ekramul Islam, Md Shahad Mahmud Chowdhury, Labib Imam Chowdhury, Sadia Afrin, Hazrat Ali, Mohammad Mamun Or Rashid, Nabeel Mohammed, Mohammad Ruhul Amin

Findings of the Association for Computational Linguistics: NAACL 2025

ReKon3D: Relation-knowledge aware multi-modal embedding and contrastive GAN for zero-shot 3D recognition

Md Fokhrul Islam, Sejuti Rahman, Shafin Rahman

Neurocomputing

MGFormer: A lightweight multi-granular transformer for subject-independent Alzheimer’s classification

Raiyan Rahman, Abul Kalam al Azad, Sifat Momen

Biomedical Signal Processing and Control

Early detection of occupational stress: Enhancing workplace safety with machine learning and large language models

Mohammad Junayed Hasan, Jannat Sultana, Silvia Ahmed, Sifat Momen

PLoS One

LegalRAG: A Hybrid RAG System for Multilingual Legal Information Retrieval

Muhammad Rafsan Kabir, Rafeed Mohammad Sultan, Fuad Rahman, Mohammad Ruhul Amin, Sifat Momen, Nabeel Mohammed, Shafin Rahman

International Joint Conference on Neural Networks (IJCNN), 2025

Label Semantics for Robust Hyperspectral Image Classification

Rafin Hassan, Zarin Roshni, Rafiqul Bari, Alimul Islam, Nabeel Mohammed, Moshiur Farazi, Shafin Rahman

International Joint Conference on Neural Networks (IJCNN), 2025

Temporal Window Smoothing of Exogenous Variables for Improved Time Series Prediction

Mustafa Kamal, Niyaz Bin Hashem, Robin Krambroeckers, Nabeel Mohammed, Shafin Rahman

International Joint Conference on Neural Networks (IJCNN), 2025

Long-tailed Image Classification on the Specimens of Herbarium Dataset

Raiyan Ahmed, Intisar Tahmid Naheen, Yashfinul Haque, Md. Towsif Abir, Moshiur Farazi, Shafin Rahman

International Joint Conference on Neural Networks (IJCNN), 2025

SignFormer-GCN: Continuous sign language translation using spatio-temporal graph convolutional networks

Safaeid Hossain Arib, Rabeya Akter, Sejuti Rahman, Shafin Rahman

PLOS One

COLT: Cyclic Overlapping Lottery Tickets for Faster Pruning of Convolutional Neural Networks

Md. Ismail Hossain, Mohammed Rakib, M. M. Lutfe Elahi, Nabeel Mohammed, Shafin Rahman

IEEE Transactions on Artificial Intelligence

Beyond Labels: Aligning Large Language Models with Human-Like Reasoning

Muhammad Rafsan Kabir, Rafeed Mohammad Sultan, Ihsanul Haque Asif, Jawad Ibn Ahad, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman

International Conference on Pattern Recognition (ICPR), 2024

Unsupervised tooth segmentation from three dimensional scans of the dental arch using domain adaptation of synthetic data

Md Sahadul Hasan Arian, Faisal Ahmed Sifat, Saif Ahmed, Nabeel Mohammed, Taseef Hasan Farook

International Journal of Medical Informatics (Elsevier)

SAD: Self-assessment of depression for Bangladeshi university students using machine learning and NLP

Md Shawmoon Azad, Shakirul Islam Leeon, Riasat Khan, Nabeel Mohammed, Sifat Momen

Array (Elsevier)

OptimCLM: Optimizing clinical language models for predicting patient outcomes via knowledge distillation, pruning and quantization

Mohammad Junayed Hasan, Fuad Rahman, Nabeel Mohammed

International Journal of Medical Informatics (Elsevier)

ANALYZE-AD: A comparative analysis of novel AI approaches for early Alzheimer’s detection

Mritunjoy Chakraborty, Nishat Naoal, Sifat Momen, Nabeel Mohammed

Array (Elsevier)

Predicting life satisfaction using machine learning and explainable AI

Alif Elham Khan, Mohammad Junayed Hasan, Humayra Anjum, Nabeel Mohammed, Sifat Momen

Heliyon (Elsevier)

Towards Sustainable Agriculture: A Novel Approach for Rice Leaf Disease Detection Using dCNN and Enhanced Dataset

Mehedi Hasan Bijoy, Nirob Hasan, Mithun Biswas, Suvodeep Mazumdar, Andrea Jimenez, Faisal Ahmed, Mirza Rasheduzzaman, Sifat Momen

IEEE Access

BanglaDialecto: An End-to-End AI-Powered Regional Speech Standardization

Md Nazmus Sadat Samin, Jawad Ibn Ahad, Tanjila Ahmed Medha, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman

IEEE International Conference on Big Data

Empowering Meta-Analysis: Leveraging Large Language Models for Scientific Synthesis

Jawad Ibn Ahad, Rafeed Mohammad Sultan, Abraham Kaikobad, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman

IEEE International Conference on Big Data

3D scene generation for zero-shot learning using ChatGPT guided language prompts

Sahar Ahmadi, Ali Cheraghian, Townim Faisal Chowdhury, Morteza Saberi, Shafin Rahman

Computer Vision and Image Understanding (Elsevier)

Domain Adaptation for Classifying Spontaneous Smile Videos

Amrijit Biswas, Md Zakir Hossain, Yan Yang, Syed Mohammed Shamsul Islam, Tom Gedeon, Shafin Rahman

International Conference on Digital Image Computing-Techniques and Applications (DICTA), 2024

An Application of 3D Vision Transformers and Explainable AI in Prosthetic Dentistry

Faisal Ahmed Sifat, Md Sahadul Hasan Arian, Saif Ahmed, Taseef Hasan Farook, Nabeel Mohammed, James Dudley

Applied AI Letters (Wiley)

Test-Time Adaptation of 3D Point Clouds via Denoising Diffusion Models

Hamidreza Dastmalchi, Aijun An, Ali Cheraghian, Shafin Rahman, Sameera Ramasinghe

Winter Conference on Applications of Computer Vision (WACV), 2024

Spatial Transcriptomics Analysis of Zero-Shot Gene Expression Prediction

Yan Yang, Md Zakir Hossain, Xuesong Li, Shafin Rahman, Eric Stone

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024

Deep learning model for simultaneous recognition of quantitative and qualitative emotion using visual and bio-sensing data

Iman Hosseini, Md Zakir Hossain, Yuhao Zhang, Shafin Rahman

Computer Vision and Image Understanding (Elsevier)