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Hyungyu Ju
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Deep reinforcement learning-based network slicing for beyond 5G
K Suh, S Kim, Y Ahn, S Kim, H Ju, B Shim
IEEE Access 10, 7384-7395, 2022
362022
Energy-efficient ultra-dense network with deep reinforcement learning
H Ju, S Kim, Y Kim, B Shim
IEEE Transactions on Wireless Communications 21 (8), 6539-6552, 2022
212022
Energy-efficient user association in mmWave/THz ultra-dense network via multi-agent deep reinforcement learning
J Moon, S Kim, H Ju, B Shim
IEEE Transactions on Green Communications and Networking, 2023
132023
Energy-efficient ultra-dense network using deep reinforcement learning
H Ju, S Kim, YJ Kim, H Lee, B Shim
2020 IEEE 21st International Workshop on Signal Processing Advances in …, 2020
132020
Energy-efficient mmWave UDN using distributed multi-agent deep reinforcement learning
J Moon, H Ju, S Kim, B Shim
2021 IEEE International Conference on Communications Workshops (ICC …, 2021
62021
Pilot assignment and channel estimation via deep neural network
S Lee, H Ju, B Shim
2018 24th Asia-Pacific Conference on Communications (APCC), 454-458, 2018
62018
Intelligent near-field channel estimation for terahertz ultra-massive MIMO systems
A Lee, H Ju, S Kim, B Shim
GLOBECOM 2022-2022 IEEE Global Communications Conference, 5390-5395, 2022
42022
Energy-efficient multi-uav network using multi-agent deep reinforcement learning
H Ju, B Shim
2022 IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS), 70-74, 2022
22022
Transformer-Based Channel Parameter Acquisition for Terahertz Ultra-Massive MIMO Systems
S Kim, A Lee, H Ju, KA Ngo, J Moon, B Shim
IEEE Transactions on Vehicular Technology, 2023
12023
Transformer-Aided Parametric CSI Feedback for mmWave Massive MIMO Systems
H Ju, S Jeong, S Kim, B Shim
ICC 2023-IEEE International Conference on Communications, 3596-3601, 2023
12023
Automated Environment-Aware Channel Feedback for 6G Massive MIMO Systems
S Jeong, H Ju, S Kim, B Shim
2023 IEEE Globecom Workshops (GC Wkshps), 44-49, 2023
2023
Deep Reinforcement Learning-Based Network Slicing for Beyond 5G
S KIM, H JU, B SHIM
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Articles 1–12