DGNN-YOLO: Dynamic Graph Neural Networks with YOLO11 for Small Object Detection and Tracking in Traffic Surveillance. - Shahriar Soudeep; Muhammad Firoz Mridha; Md Abrar Jahin; Nilanjan Dey (CoRR, 2024)

CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection. - Md Abrar Jahin; Shahriar Soudeep; Fahmid Al Farid; Muhammad Firoz Mridha; Raihan Kabir; Md. Rashedul Islam; Hezerul Abdul Karim (IEA/AIE (2), 2025)

CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection. - Md Abrar Jahin; Shahriar Soudeep; Muhammad Firoz Mridha; Raihan Kabir; Md. Rashedul Islam; Yutaka Watanobe (CoRR, 2025)

Soybean Disease Detection via Interpretable Hybrid CNN-GNN: Integrating MobileNetV2 and GraphSAGE with Cross-Modal Attention. - Md Abrar Jahin; Shahriar Soudeep; Muhammad Firoz Mridha; Nilanjan Dey (CoRR, 2025)

Vision Transformers for End-to-End Quark-Gluon Jet Classification from Calorimeter Images. - Md Abrar Jahin; Shahriar Soudeep; Arian Rahman Aditta; Muhammad Firoz Mridha; Nafiz Fahad; Md. Jakir Hossen (CoRR, 2025)

Physics-Informed Graph Neural Networks for Transverse Momentum Estimation in CMS Trigger Systems. - Md Abrar Jahin; Shahriar Soudeep; Muhammad Firoz Mridha; Muhammad Mostafa Monowar; Md. Abdul Hamid (CoRR, 2025)