Forecasting PV Panel Output Using Prophet Time Series Machine Learning Model. - Md. Mehedi Hasan Shawon; Sumaiya Akter; Md. Kamrul Islam; Sabbir Ahmed; Md. Mosaddequr Rahman (TENCON, 2020)

BanglaBait: Semi-Supervised Adversarial Approach for Clickbait Detection on Bangla Clickbait Dataset. - Md. Motahar Mahtab; Monirul Haque; Md. Mehedi Hasan Shawon; Farig Sadeque (RANLP, 2023)

Prosthetic Exo-Leg: A Functional Robotic Leg Suit to Assist Patients with Transfemoral Amputation. - Fahmida Yasmin Nipa; Fahin Uddin Enam; Md. Tahsin Ahmed Abir; Musa Ahammed Mahin; A. H. M. A. Rahim; Md. Mehedi Hasan Shawon; Md. Rakibul Hasan 001 (TENCON, 2023)

bbOCR: An Open-source Multi-domain OCR Pipeline for Bengali Documents. - Imam Mohammad Zulkarnain; Shayekh Bin Islam; Md. Zami Al Zunaed Farabe; Md. Mehedi Hasan Shawon; Jawaril Munshad Abedin; Beig Rajibul Hasan; Marsia Haque Meghla; Md. Istiak Hossain Shihab; Syed Mobassir Hossen; Md. Nazmuddoha Ansary; Asif Shahriyar Sushmit; Farig Sadeque (CoRR, 2023)

FunnelNet: An End-to-End Deep Learning Framework to Monitor Digital Heart Murmur in Real-Time. - Md Jobayer; Md. Mehedi Hasan Shawon; Md. Rakibul Hasan 001; Shreya Ghosh 001; Tom Gedeon; Md. Zakir Hossain (CoRR, 2024)

A Systematic Review and Meta-Analysis on Sleep Stage Classification and Sleep Disorder Detection Using Artificial Intelligence. - Tayab Uddin Wara; Ababil Hossain Fahad; Adri Shankar Das; Md. Mehedi Hasan Shawon (CoRR, 2024)

AttDiCNN: Attentive Dilated Convolutional Neural Network for Automatic Sleep Staging using Visibility Graph and Force-directed Layout. - Md Jobayer; Md. Mehedi Hasan Shawon; Tasfin Mahmud; Md. Borhan Uddin Antor; Arshad M. Chowdhury (CoRR, 2024)

CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization. - Mst. Fahmida Sultana Naznin; Adnan Ibney Faruq; Mostafa Rifat Tazwar; Md Jobayer; Md. Mehedi Hasan Shawon; Md. Rakibul Hasan 001 (ACL (Findings), 2025)

infraCrackNet: Automated Crack Detection in Infrastructure Using U-Net with Dataset Preparation, Manual Labeling, and Segmentation Performance. - Imon Mahbub; Sk. Faiyaz Sabik; Syed Tamim Rezwan; Ashraful Islam Mahi; Md. Mehedi Hasan Shawon (ICEIT, 2025)

SSTAF: Spatial-Spectral-Temporal Attention Fusion Transformer for Motor Imagery Classification. - Ummay Maria Muna; Md. Mehedi Hasan Shawon; Md Jobayer; Sumaiya Akter; Saifur Rahman Sabuj (CoRR, 2025)