Federated Transfer Learning for Energy Efficient Privacy-preserving Medical Image Classification. - Md. Sabbir Ahmed 003; Stefano Giordano (HealthCom, 2022)

Pre-Trained Lightweight Deep Learning Models for Surgical Instrument Detection: Performance Evaluation for Edge Inference. - Md. Sabbir Ahmed 003; Stefano Giordano (GLOBECOM, 2023)

Spectrogram Based Bee Sound Analysis with DNNs: a step toward Federated Learning approach. - Luca Borgianni; Md. Sabbir Ahmed 003; Davide Adami; Stefano Giordano (IS2, 2023)

From Cloud to Edge: Evaluating CNNs for Lung Disease Classification for Resource-Constrained Settings. - Md. Sabbir Ahmed 003; Stefano Giordano (ICC, 2025)

A Scalable Framework for Deploying AI-Powered Wildlife Monitoring in Resource-Limited Field Environments. - Md Auhidur Rahman; Tesfalem Mehari Berhe; Luca Borgianni; Md. Sabbir Ahmed 003; Cristian Bua; Davide Adami; Stefano Giordano (IEEE Access, 2025)