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20132025
most citedCommunication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data

434 citations · 1.3k across the 83 of their papers we have counts for

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cs.NI2025

Resilient LLM-Empowered Semantic MAC Protocols via Zero-Shot Adaptation and Knowledge Distillation

Yongjun Kim, Jihong Park, Mehdi Bennis +1

Neural network-based medium access control (MAC) protocol models (NPMs) improve goodput through site-specific operations but are vulnerable to shifts from their training network en…