Hoon Lee

Hoon Lee

Pukyong National University

H-index: 25

Asia-South Korea

About Hoon Lee

Hoon Lee, With an exceptional h-index of 25 and a recent h-index of 24 (since 2020), a distinguished researcher at Pukyong National University, specializes in the field of wireless communications, convex optimization, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

ADMM-Based Channel Estimation Methods for Millimeter Wave MIMO System

Task-Oriented Edge Networks: Decentralized Learning Over Wireless Fronthaul

Learning decentralized power control in cell-free massive MIMO networks

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

Joint Precoding and Fronthaul Compression for Cell-Free MIMO Downlink With Radio Stripes

Cooperative Learning Strategy for Human Behavior Prediction Using Multi-Modal Data

Deep learning for multi-user MIMO systems: Joint design of pilot, limited feedback, and precoding

Hoon Lee Information

University

Position

___

Citations(all)

2195

Citations(since 2020)

1785

Cited By

1176

hIndex(all)

25

hIndex(since 2020)

24

i10Index(all)

48

i10Index(since 2020)

44

Email

University Profile Page

Pukyong National University

Google Scholar

View Google Scholar Profile

Hoon Lee Skills & Research Interests

wireless communications

convex optimization

machine learning

Top articles of Hoon Lee

Title

Journal

Author(s)

Publication Date

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

IEEE Internet of Things Journal

Mintae Kim

Hoon Lee

Sangwon Hwang

Minseok Kim

Mérouane Debbah

...

2024/1/30

ADMM-Based Channel Estimation Methods for Millimeter Wave MIMO System

Prateek Saurabh Srivastav

Hoon Lee

2023/7/4

Task-Oriented Edge Networks: Decentralized Learning Over Wireless Fronthaul

IEEE Internet of Things Journal

Hoon Lee

Seung-Wook Kim

2023/12/25

Learning decentralized power control in cell-free massive MIMO networks

IEEE Transactions on Vehicular Technology

Daesung Yu

Hoon Lee

Seung-Eun Hong

Seok-Hwan Park

2023/3/2

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

IEEE Access

Minseok Kim

Hoon Lee

Mintae Kim

Inkyu Lee

2023/12/7

Joint Precoding and Fronthaul Compression for Cell-Free MIMO Downlink With Radio Stripes

Sangwon Jo

Hoon Lee

Seok-Hwan Park

2023/12/4

Cooperative Learning Strategy for Human Behavior Prediction Using Multi-Modal Data

Doyun Lee

Hoon Lee

2023/10/11

Deep learning for multi-user MIMO systems: Joint design of pilot, limited feedback, and precoding

IEEE Transactions on Communications

Jeonghyeon Jang

Hoon Lee

Il-Min Kim

Inkyu Lee

2022/9/27

A bipartite graph neural network approach for scalable beamforming optimization

IEEE Transactions on Wireless Communications

Junbeom Kim

Hoon Lee

Seung-Eun Hong

Seok-Hwan Park

2022/7/29

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

IEEE Internet of Things Journal

Hoon Lee

Sang Hyun Lee

Tony QS Quek

2022/2/11

Autoencoding Graph Neural Networks for Scalable Transceiver Design

Junbeom Kim

Hoon Lee

Seok-Hwan Park

2022/9/26

Artificial intelligence meets autonomy in wireless networks: A distributed learning approach

IEEE Network

Hoon Lee

Sang Hyun Lee

Tony QS Quek

2022/7/25

Deep recurrent Q-network methods for Mmwave beam tracking systems

IEEE Transactions on Vehicular Technology

Juseong Park

Sangwon Hwang

Hoon Lee

Inkyu Lee

2022/8/22

Deep reinforcement learning approach for uav-assisted mobile edge computing networks

Sangwon Hwang

Juseong Park

Hoon Lee

Mintae Kim

Inkyu Lee

2022/12/4

Completion time minimization of fog-RAN-assisted federated learning with rate-splitting transmission

IEEE Transactions on Vehicular Technology

Seok-Hwan Park

Hoon Lee

2022/6/8

Constrained Unsupervised Learning for Wireless Network Optimization

Machine Learning and Wireless Communications

Hoon Lee

Sang Hyun Lee

Tony QS Quek

2022/8/4

Multi-Objective Learning Methods for Wireless-Powered Communication Network

한국통신학회 학술대회논문집

Ismanov Kobuljon Abdurakhmonovich

Doyun Lee

Hoon Lee

2022/11

Deep Learning-Based Multi-Hop Data Transmission Schemes

한국통신학회 학술대회논문집

Sangshin Park

Hoon Lee

2022/6

Rate-Splitting Multiple Access With Conjugate Beamforming for Cell-Free MIMO

Seok-Hwan Park

Hoon Lee

Seung-Eun Hong

2022/10/19

Decentralized computation offloading with cooperative UAVs: Multi-agent deep reinforcement learning perspective

IEEE Wireless Communications

Sangwon Hwang

Hoon Lee

Juseong Park

Inkyu Lee

2022/8

See List of Professors in Hoon Lee University(Pukyong National University)

Co-Authors

H-index: 63
Bruno Clerckx

Bruno Clerckx

Imperial College London

H-index: 55
Inkyu Lee

Inkyu Lee

Korea University

H-index: 32
Bang Chul Jung

Bang Chul Jung

Chungnam National University

H-index: 25
Kyoung-Jae Lee

Kyoung-Jae Lee

Hanbat National University

H-index: 21
Changick Song

Changick Song

Korea National University of Transportation

H-index: 15
Han Seung JANG

Han Seung JANG

Chonnam National University

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