Cassava Leaf Disease Classification Using Supervised Contrastive Learning. - Adit Ishraq; Sayefa Arafah; Sadiya Akter Mim; Nusrat Jahan Shammey; Muhammad Firoz Mridha; Md. Saifur Rahman (MIET (1), 2022)

Multi-Sense Attention Network (MSANet): Enhanced Human Activity Recognition Using Deep Learning Architectures with Self-Attention Mechanisms. - Hashibul Ahsan Shoaib; Arifa Eva; Mst. Moushumi Khatun; Adit Ishraq; Sabiha Firdaus; Mohammed Firoz Mridha (ICCA, 2024)

DeepUNet24: A Deep Learning Model for Lane Segmentation in Autonomous Vehicles Navigation. - Hashibul Ahsan Shoaib; Mst. Moushumi Khatun; Md. Golam Rabbani Abir; Adit Ishraq; Sabiha Firdaus; Kamruddin Nur; Muhammad Firoz Mridha (ICCA, 2024)

Deep learning for algorithmic trading: A systematic review of predictive models and optimization strategies. - Md Shahriar Mahmud Bhuiyan; Md Al Rafi; Gourab Nicholas Rodrigues; Md Nazmul Hossain Mir; Adit Ishraq; M. F. Mridha 001; Jungpil Shin 001 (Array, 2025)