Juhyung Lee
I am a Principal Researcher in AI/ML at Nokia (Sunnyvale, CA), specializing in architecting and deploying advanced ML models. Currently, I design On-Device AI solutions for Wireless Communication Systems.
Prior to Nokia, I served as a Postdoctoral Scholar at the University of Southern California (USC) under Prof. Andreas F. Molisch, and as a Research Professor at Korea University, where I earned my PhD advised by Prof. Young-Chai Ko.
My academic and industry research has been recognized with multiple Best Paper awards at premier IEEE conferences, a Grand Prize for research excellence, and a 1st-Rank finish in competitive ML challenges.
My research interests include:
- On-Device AI
- Multimodal Generative AI & Agent Modeling
news
| Dec 06, 2025 | Our paper, PEARL: Peer-Enhanced Adaptive Radio via On-Device LLM, has been presented at the NeurIPS’25. |
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| Oct 13, 2025 | Our work has been selected as an oral presentation at the NeurIPS’25 (AI4NextG). |
| Aug 25, 2025 | Invited to serve on the Program Committee for the AI4NextG Workshop at NeurIPS’25. |
| Jul 18, 2025 | Invited to join the ML4Wireless panel discussion at the ICML’25 as an industry speaker. |
| Jul 17, 2025 | Our paper, On-Device LLM for Context-Aware Wi-Fi Roaming, has been presented at the ICML’25. |
| Jul 16, 2025 | Our paper, AutoBS: Autonomous Base Station Deployment with Reinforcement Learning and Digital Network Twins, has been presented at the ICML’25. |
selected publications
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Handover Protocol Learning for LEO Satellite Networks: Access Delay and Collision MinimizationIEEE Trans. Wireless Commun., 2024
