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20232025
most citedIntegrating Pre-Trained Language Model with Physical Layer Communications

1 citations · 2 across the 7 of their papers we have counts for

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cs.LG2025

PEARL: Peer-Enhanced Adaptive Radio via On-Device LLM

Ju-Hyung Lee, Yanqing Lu, Klaus Doppler

We present PEARL (Peer-Enhanced Adaptive Radio via On-Device LLM), a framework for cooperative cross-layer optimization in device-to-device (D2D) communication. Building on our pre…

cs.IT2025

AutoBS: Autonomous Base Station Deployment with Reinforcement Learning and Digital Network Twins

Ju-Hyung Lee, Andreas F. Molisch

This paper introduces AutoBS, a reinforcement learning (RL)-based framework for optimal base station (BS) deployment in 6G radio access networks (RAN). AutoBS leverages the Proxima…