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Lee, Hoon

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Large Language Models for Knowledge-Free Network Management: Feasibility Study and Opportunities File File

Lee, Hoon , Kim Mintae , Baek Seunghwan , Zhou Wentao , Lee Namyoon , Debbah Merouane , Lee Inkyu

Article Issue Date2025-11 View37

On the Convergence of Large Language Model Optimizer for Black-Box Network Management File

Lee, Hoon , Zhou Wentao , Debbah Merouane , Lee Inkyu

Article Issue Date2025-11 View33

AI-Driven Decentralized Network Management: Leveraging Multi-Agent Large Language Models for Scalable Optimization File

Lee, Hoon , Kim, Mintae , Baek, Seunghwan , Zhou, Wentao , Debbah, Merouane , Lee, Inkyu

Article Issue Date2025-06 View74

Multiagent Deep Reinforcement Learning for Decentralized Multi-AAV Mobile Edge Computing Networks File

Hwang, Sangwon , Lee, Hoon , Kim, Mintae , Lee, Inkyu

Article Issue Date2025-05 View85

Sequential In-Network Processing for Cell-Free Massive MIMO With Capacity-Constrained Parallel Radio Stripes File

Jo Sangwon , Lee, Hoon , Park Seok-Hwan

Article Issue Date2024-12 View47

Cooperative Multi-Agent Deep Reinforcement Learning Methods for UAV-Aided Mobile Edge Computing Networks File

Kim, Mintae , Lee, Hoon , Hwang, Sangwon , Debbah, Merouane , Lee, Inkyu

Article Issue Date2024-12 View155

Learning Decentralized and Scalable Resource Management for Wireless Powered Communication Networks File

Kobuljon, Ismanov , Lee, Doyun , Hong, Seung-Eun , Lee, Jaewook , Lee, Hoon

Article Issue Date2024-11 View129

Generalized Reduced-WMMSE Approach for Cell-Free Massive MIMO With Per-AP Power Constraints File

Yoo, Wonsik , Yu, Daesung , Lee, Hoon , Park, Seok-Hwan

Article Issue Date2024-10 View77

Machine Learning-Aided Cooperative Localization under A Dense Urban Environment: Demonstrates Universal Feasibility File

Lee, Hoon , Kim, Hong Ki , Oh, Seung Hyun , Lee, Sang Hyun

Article Issue Date2024-09 View102

Balancing Available Energy Distribution in mMIMO SWIPT Sensor Networks With Low Resolution ADC/DAC File

Shin, Suho , Anokye, Prince , Lee, Hoon , Moon, Jihwan , Lee, Kyoung-Jae

Article Issue Date2024-09 View103

A Node-Cooperative Universal Framework for Wireless Network Management Automation File

Lee Sang Hyun , Lee Hongju , Kim Sunho , Lee, Hoon , Debbah Merouane , Lee Inkyu

Article Issue Date2024-06 View115

Rate-Splitting Multiple Access for 6G Networks: Ten Promising Scenarios and Applications File

Park, Jeonghun , Lee, Byungju , Choi, Jinseok , Lee, Hoon , Lee, Namyoon , Park, Seok-Hwan , Lee, Kyoung-Jae , Choi, Junil , Chae, Sung Ho , Jeon, Sang-Woon , et al

Article Issue Date2024-05 View149

Decentralized Learning Framework for Hierarchical Wireless Networks: A Tree Neural Network Approach File

Kim, Mintae , Lee, Hoon , Hwang, Sangwon , Kim, Minseok , Debbah, Mérouane , Lee, Inkyu

Article Issue Date2024-05 View102

Task-Oriented Edge Networks: Decentralized Learning Over Wireless Fronthaul File

Lee, Hoon , Kim, Seung-Wook

Article Issue Date2024-05 View159

Deep Learning Based Decentralized Beamforming Methods for Multi-Antenna Interference Channels File File

Kim, Minseok , Lee, Hoon , Kim, Mintae , Lee, Inkyu

Article Issue Date2023-12 View117

Learning Decentralized Power Control in Cell-Free Massive MIMO Networks File

Yu, Daesung , Lee, Hoon , Hong, Seung-Eun , Park, Seok-Hwan

Article Issue Date2023-07 View96

A Bipartite Graph Neural Network Approach for Scalable Beamforming Optimization File

Kim, Junbeom , Lee, Hoon , Hong, Seung-Eun , Park, Seok-Hwan

Article Issue Date2023-01 View169

Deep Recurrent Q-Network Methods for mmWave Beam Tracking systems File

Park, Juseong , Hwang, Sangwon , Lee, Hoon , Lee, Inkyu

Article Issue Date2022-12 View115

Deep Learning for Multi-User MIMO Systems: Joint Design of Pilot, Limited Feedback, and Precoding File

Jang, jeonghyeon , Lee, Hoon , Kim, Il-Min , Lee, InKyu

Article Issue Date2022-11 View143

Artificial Intelligence Meets Autonomy in Wireless Networks: A Distributed Learning Approach File

Lee, Hoon , Lee, Sang Hyun , Quek, Tony Q. S.

Article Issue Date2022-11 View126

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