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Journal Articles
- 2023
[j5]Jihoon Moon
, Seungnyun Kim, Hyungyu Ju, Byonghyo Shim:
Energy-Efficient User Association in mmWave/THz Ultra-Dense Network via Multi-Agent Deep Reinforcement Learning. IEEE Trans. Green Commun. Netw. 7(2): 692-706 (2023)- [j4]Seungnyun Kim, Anho Lee, Hyungyu Ju, Khoa Anh Ngo, Jihoon Moon, Byonghyo Shim:
Transformer-Based Channel Parameter Acquisition for Terahertz Ultra-Massive MIMO Systems. IEEE Trans. Veh. Technol. 72(11): 15127-15132 (2023) - 2022
- [j3]Kyungjoo Suh, Sunwoo Kim, Yongjun Ahn, Seungnyun Kim, Hyungyu Ju, Byonghyo Shim:
Deep Reinforcement Learning-Based Network Slicing for Beyond 5G. IEEE Access 10: 7384-7395 (2022) - [j2]Hyungyu Ju, Seungnyun Kim, Youngjoon Kim, Byonghyo Shim:
Energy-Efficient Ultra-Dense Network With Deep Reinforcement Learning. IEEE Trans. Wirel. Commun. 21(8): 6539-6552 (2022) - 2020
- [j1]Hyungyu Ju, Minjae Lee:
A Hybrid Miller-Cascode Compensation for Fast Settling in Two-Stage Operational Amplifiers. IEEE Trans. Very Large Scale Integr. Syst. 28(8): 1770-1781 (2020)
Conference and Workshop Papers
- 2023
- [c7]Seokhyun Jeong, Hyungyu Ju, Sunwoo Kim, Byonghyo Shim:
Automated Environment-Aware Channel Feedback for 6G Massive MIMO Systems. GLOBECOM (Workshops) 2023: 44-49 - [c6]Hyungyu Ju, Seokhyun Jeong, Seungnyun Kim, Byonghyo Shim:
Transformer-Aided Parametric CSI Feedback for mmWave Massive MIMO Systems. ICC 2023: 3596-3601 - 2022
- [c5]Hyungyu Ju, Byonghyo Shim:
Energy-Efficient Multi-UAV Network using Multi-Agent Deep Reinforcement Learning. APWCS 2022: 70-74 - [c4]Anho Lee, Hyungyu Ju, Seungnyun Kim, Byonghyo Shim:
Intelligent Near-Field Channel Estimation for Terahertz Ultra-Massive MIMO Systems. GLOBECOM 2022: 5390-5395 - 2021
- [c3]Jihoon Moon, Hyungyu Ju, Seungnyun Kim, Byonghyo Shim:
Energy-Efficient mmWave UDN Using Distributed Multi-Agent Deep Reinforcement Learning. ICC Workshops 2021: 1-6 - 2020
- [c2]Hyungyu Ju, Seungnyun Kim, Youngjoon Kim, Hyojin Lee, Byonghyo Shim:
Energy-Efficient Ultra-Dense Network using Deep Reinforcement Learning. SPAWC 2020: 1-5 - 2018
- [c1]Seunghwan Lee, Hyungyu Ju, Byonghyo Shim:
Pilot Assignment and Channel Estimation via Deep Neural Network. APCC 2018: 454-458
Informal and Other Publications
- 2021
- [i1]Hyungyu Ju, Seungnyun Kim, Youngjoon Kim, Byonghyo Shim:
Energy-Efficient Ultra-Dense Network with Deep Reinforcement Learning. CoRR abs/2112.13189 (2021)
Coauthor Index
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