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Lee, Hoon

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Department of Electrical Engineering(전기전자공학과)

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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 View3

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

Lee, Hoon , Kim, Seung-Wook

Article Issue Date2024-05 View10

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 View10

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 View3

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 Date2024-04 View15

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 View19

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 View15

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 View14

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

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

Article Issue Date2022-12 View27

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 View17

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 View15

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

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

Article Issue Date2022-09 View20

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

Park, Seok-Hwan , Lee, Hoon

Article Issue Date2022-09 View16

Decentralized Computation Offloading with Cooperative UAVs: Multi-Agent Deep Reinforcement Learning Perspective File

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

Article Issue Date2022-08 View14

Deep Learning Approach for Outage-Constrained Non-Orthogonal Random Access File

Jang, Han Seung , Lee, Hoon , Quek, Tony Q. S.

Article Issue Date2022-03 View11

Learning Autonomy in Management of Wireless Random Networks File

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

Article Issue Date2021-12 View10

Deep Learning Based Resource Assignment for Wireless Networks File

Kim, Minseok , Lee, Hoon , Lee, Hongju , Lee, Inkyu

Article Issue Date2021-12 View12

Deep Learning-Based Cellular Random Access Framework File

Jang, Han Seung , Lee, Hoon , Quek, Tony Q. S. , Shin, Hyundong

Article Issue Date2021-11 View16

Deep Learning Methods for Joint Optimization of Beamforming and Fronthaul Quantization in Cloud Radio Access Networks File

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

Article Issue Date2021-10 View12

Learning Optimal Fronthauling and Decentralized Edge Computation in Fog Radio Access Networks File

Lee, Hoon , Kim, Junbeom , Park, Seok-Hwan

Article Issue Date2021-09 View13

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