Hoon Lee - Publications, H-index & Citations

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Hoon Lee

ulsan national institute of science and technology

33H-index

358Paper Count

3.7KCitation Count

Published Papers 70

Publication Date

Deep Learning-Based Anti-Jamming Beamforming Designs Against Adversarial Jamming Attacks

IEEE Transactions on Wireless Communications

IF10.7

2026-07-22

PREAI

Ohseung Kwon; Hoon Lee; Mérouane Debbah; Inkyu Lee

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

IEEE Transactions on Communications

IF8.3

2025-07-24

PREAI

Hoon Lee; Wentao Zhou; Mérouane Debbah; Inkyu Lee

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Cooperative Multiagent Deep Reinforcement Learning Methods for UAV-Aided Mobile Edge Computing Networks

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-12-01

OAAI

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

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Learning Decentralized and Scalable Resource Management for Wireless Powered Communication Networks

IEEE COMMUNICATIONS LETTERS

IF4.4

2024-11-01

PREAI

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

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

IEEE VEHICULAR TECHNOLOGY MAGAZINE

IF7.2

2024-09-01

PREAI

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

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ISAC-enable mobility-aware multi-UAV placement for ultra-dense networks

ICT EXPRESS

IF4.2

2024-08-01

OAAI

Orikumhi, Igbafe; Lee, Hoon; Bae, Jungsook; Kim, Sunwoo

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A Node-Cooperative Universal Framework for Wireless Network Management Automation

IEEE COMMUNICATIONS MAGAZINE

IF8.2

2024-06-01

PREAI

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

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

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-05-15

PREAI

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

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Task-Oriented Edge Networks: Decentralized Learning Over Wireless Fronthaul

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-05-01

OAAI

Lee, Hoon; Kim, Seung-Wook

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

IEEE NETWORK

IF6.3

2024-05-01

OAAI

Park, Jeonghun; Lee, Byungju; Choi, Jinseok; Lee, Hoon; Lee, Namyoon; Park, Seok-Hwan; Lee, Kyoung-Jae; Choi, Junil; Chae, Sung Ho; Jeon, Sang-Woon; Kwak, Kyung Sup; Clerckx, Bruno; Shin, Wonjae

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

IEEE ACCESS

IF3.6

2024-01-01

OAAI

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

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

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Jo, Sangwon; Lee, Hoon; Park, Seok-Hwan

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Learning Decentralized Power Control in Cell-Free Massive MIMO Networks

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2023-07-01

OAAI

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

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

IEEE ACCESS

IF3.6

2023-01-01

OAAI

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

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A Bipartite Graph Neural Network Approach for Scalable Beamforming Optimization

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2023-01-01

OAAI

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

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Deep Recurrent Q-Network Methods for mmWave Beam Tracking systems

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2022-12-01

PREAI

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

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

IEEE NETWORK

IF6.3

2022-11-01

PREAI

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

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

IEEE TRANSACTIONS ON COMMUNICATIONS

IF8.3

2022-11-01

OAAI

Jang, Jeonghyeon; Lee, Hoon; Kim, Il-Min; Lee, Inkyu

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MOSAIC: Multiobjective Optimization Strategy for AI-Aided Internet of Things Communications

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2022-09-01

PREAI

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

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Completion Time Minimization of Fog-RAN-Assisted Federated Learning With Rate-Splitting Transmission

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2022-09-01

OAAI

Park, Seok-Hwan; Lee, Hoon

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Research Directions