Welcome to UNI.L

Ultimate Network Intelligence Lab.

The Ultimate Network Intelligence Lab. (UNI.L), led by Prof. Jungmin Kwon, conducts research at the intersection of artificial intelligence, distributed learning, and next-generation communication networks.

Our research focuses on developing intelligent and collaborative AI systems that can learn, adapt, and make decisions across distributed network environments. We are particularly interested in federated and decentralized learning, agentic AI, and AI-native network intelligence, with applications to next-generation networks such as AI-RAN and 6G systems.

Research Areas

AI for Networked Systems

Network Intelligence

AI-driven network modeling, optimization, and control.

AI-RAN & 6G

AI-native intelligence for next-generation networks.

Learning & Data Intelligence

Federated AI

Distributed learning across heterogeneous systems.

Agentic AI

Autonomous reasoning and multi-agent collaboration.

Time-Series Analysis

Learning and analysis of temporal and sequential data.

Anomaly Detection

Data-driven detection and analysis of abnormal behaviors.

Latest News

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Aug 13, 2026	Dahae Lee received the Best Paper Award at the KICS Summer Conference. Congratulations! 🏆 [Link]
Jul 07, 2026	Our research project was selected for the K-MELLODDY program. [Link]
Jun 19, 2026	Our two research papers were presented at the KICS Summer Conference.
Apr 15, 2026	Our two research papers were presented at JCCI 2026.
Dec 01, 2025	Prof. Jungmin Kwon was selected as a participant for the 17th HOPE Meeting, providing an opportunity to meet Nobel Laureates and share her research in Tsukuba, Japan. Congratulations!🎉