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20242026
most citedPrivacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix

2 citations · 2 across the 8 of their papers we have counts for

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cs.LG2025

Semantic Communication meets System 2 ML: How Abstraction, Compositionality and Emergent Languages Shape Intelligence

Mehdi Bennis, Salem Lahlou

The trajectories of 6G and AI are set for a creative collision. However, current visions for 6G remain largely incremental evolutions of 5G, while progress in AI is hampered by bri…

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…