Author

Paolo Bellavista

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Conference Open access Sep 2026

Sparsity in Federated Learning: A Survey

A novel taxonomy of sparse FL methods is introduced that systematically organizes the existing literature according to their core objectives and methodological choices, and identifies open challenges, expose research gaps, and extract guidance to help practitioners understand and adopt sparsity mechanisms in FL.

Alessio Mora, Adriano Guastella, Lorenzo Sani et al. · Proceedings of the Thirty-Fi... · 0 citations

Jul 2026

ISAC-Enabled On-Demand UAV Charging for Wireless Rechargeable Sensor Networks

An integrated sensing and communication (ISAC)-enabled on-demand UAV charging framework coordinated by a central base station that discusses deployment considerations, including computational overhead, scalability, and parameter selection, to aid practitioners evaluating the framework for IoT scenarios.

Muhammad Umar Farooq Qaisar, Lin Zhang, Paolo Bellavista et al. · arXiv.org · 0 citations