2023-07 | Learning Decentralized Power Control in Cell-Free Massive MIMO Networks | Yu, Daesung; Lee, Hoon; Hong, Seung-Eun, et al | ARTICLE | 64 |
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2023-01 | A Bipartite Graph Neural Network Approach for Scalable Beamforming Optimization | Kim, Junbeom; Lee, Hoon; Hong, Seung-Eun, et al | ARTICLE | 42 |
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2022-12 | Deep Recurrent Q-Network Methods for mmWave Beam Tracking systems | Park, Juseong; Hwang, Sangwon; Lee, Hoon, et al | ARTICLE | 50 |
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2022-11 | Deep Learning for Multi-User MIMO Systems: Joint Design of Pilot, Limited Feedback, and Precoding | Jang, jeonghyeon; Lee, Hoon; Kim, Il-Min, et al | ARTICLE | 28 |
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2022-11 | Artificial Intelligence Meets Autonomy in Wireless Networks: A Distributed Learning Approach | Lee, Hoon; Lee, Sang Hyun; Quek, Tony Q. S. | ARTICLE | 32 |
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2022-09 | MOSAIC: Multiobjective Optimization Strategy for AI-Aided Internet of Things Communications | Lee, Hoon; Lee, Sang Hyun; Quek, Tony Q. S. | ARTICLE | 26 |
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2022-09 | Completion Time Minimization of Fog-RAN-Assisted Federated Learning With Rate-Splitting Transmission | Park, Seok-Hwan; Lee, Hoon | ARTICLE | 36 |
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2022-08 | Decentralized Computation Offloading with Cooperative UAVs: Multi-Agent Deep Reinforcement Learning Perspective | Hwang, Sangwon; Lee, Hoon; Park, Juseong, et al | ARTICLE | 46 |
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2022-03 | Deep Learning Approach for Outage-Constrained Non-Orthogonal Random Access | Jang, Han Seung; Lee, Hoon; Quek, Tony Q. S. | ARTICLE | 26 |
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2021-12 | Deep Learning Based Resource Assignment for Wireless Networks | Kim, Minseok; Lee, Hoon; Lee, Hongju, et al | ARTICLE | 36 |
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2021-12 | Learning Autonomy in Management of Wireless Random Networks | Lee, Hoon; Lee, Sang Hyun; Quek, Tony Q. S. | ARTICLE | 24 |
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2021-11 | Deep Learning-Based Cellular Random Access Framework | Jang, Han Seung; Lee, Hoon; Quek, Tony Q. S., et al | ARTICLE | 26 |
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2021-10 | Deep Learning Methods for Joint Optimization of Beamforming and Fronthaul Quantization in Cloud Radio Access Networks | Yu, Daesung; Lee, Hoon; Park, Seok-Hwan, et al | ARTICLE | 38 |
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2021-09 | Learning Optimal Fronthauling and Decentralized Edge Computation in Fog Radio Access Networks | Lee, Hoon; Kim, Junbeom; Park, Seok-Hwan | ARTICLE | 38 |
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2021-06 | Learning Robust Beamforming for MISO Downlink Systems | Kim, Junbeom; Lee, Hoon; Park, Seok-Hwan | ARTICLE | 30 |
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2021-04 | Deep Learning-Based Prediction of Resource Block Usage Rate for Spectrum Saturation Diagnosis | Jang, Han Seung; Lee, Hoon; Kwon, Hyeyeon, et al | ARTICLE | 32 |
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2021-01 | Asynchronous Protocol Designs for Energy Efficient Mobile Edge Computing Systems | Eom, Subin; Lee, Hoon; Park, Junhee, et al | ARTICLE | 24 |
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2020-11 | Deep Learning Methods for Universal MISO Beamforming | Kim, Junbeom; Lee, Hoon; Hong, Seung-Eun, et al | ARTICLE | 36 |
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2020-11 | Multi-Agent Deep Reinforcement Learning for Distributed Resource Management in Wirelessly Powered Communication Networks | Hwang, Sangwon; Kim, Hanjin; Lee, Hoon, et al | ARTICLE | 46 |
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2020-04 | Deep Learning-Based Limited Feedback Designs for MIMO Systems | Jang, Jeonghyeon; Lee, Hoon; Hwang, Sangwon, et al | ARTICLE | 26 |
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