Juhyung Lee
I am a Principal Researcher, AI/ML, at Nokia, Sunnyvale, USA, where I focus on applying AI & GenAI solutions for WiFi.
Previously, I was a Postdoctoral Researcher at the University of Southern California, Los Angeles, USA, advised by Prof. Andreas F. Molisch, and a Research Professor at Korea University, Seoul, Korea, where I received my PhD, advised by Prof. Young-Chai Ko.
I’ve been recognized with prestigious awards, including 1st-Rank in ML competition, Best Paper awards at key IEEE conferences, and the Grand Prize for research excellence from Korea University.
My research interests include:
- GenAI Solutions for Wireless Communication Systems
- On-Device AI/LLM
news
| May 20, 2025 | Our recent project, On-Device LLM for Context-Aware Wi-Fi Roaming, has been published on arXiv. |
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| Apr 04, 2025 | Our paper titled “Generative vs. Predictive Models in Massive MIMO Channel Prediction” has been presented and published at Asilomar2024. |
| Feb 27, 2025 | Our recent project, AutoBS: Autonomous Base Station Deployment with Reinforcement Learning and Digital Network Twins, has been published on arXiv. |
| Feb 02, 2025 | I’ve been appointed to the TPC for the IEEE Globecom2025 MLCN (Machine Learning for Communications and Networking) track. |
| Sep 17, 2024 | Our paper titled “A Scalable and Generalizable Pathloss Map Prediction” has been accepted and published in the IEEE TWC. |
| Sep 09, 2024 | Our paper titled “Integrating Pre-Trained Language Model with Physical Layer Communications” has been accepted and published in the IEEE TWC. |
selected publications
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Handover Protocol Learning for LEO Satellite Networks: Access Delay and Collision MinimizationIEEE Trans. Wireless Commun., 2024
