Hyungyu Ju

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 13

Top Topics

Battery Powered

Energy Efficient

Reinforcement Learning

Top Venues

Publications

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) (2023)
Hyungyu Ju, Seokhyun Jeong, Seungnyun Kim, Byonghyo Shim
Transformer-Aided Parametric CSI Feedback for mmWave Massive MIMO Systems. ICC (2023)
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) (2023)
Seokhyun Jeong, Hyungyu Ju, Sunwoo Kim, Byonghyo Shim
Automated Environment-Aware Channel Feedback for 6G Massive MIMO Systems. GLOBECOM (Workshops) (2023)
Kyungjoo Suh, Sunwoo Kim, Yongjun Ahn, Seungnyun Kim, Hyungyu Ju, Byonghyo Shim
Deep Reinforcement Learning-Based Network Slicing for Beyond 5G. IEEE Access 10 (2022)
Anho Lee, Hyungyu Ju, Seungnyun Kim, Byonghyo Shim
Intelligent Near-Field Channel Estimation for Terahertz Ultra-Massive MIMO Systems. GLOBECOM (2022)
Hyungyu Ju, Seungnyun Kim, Youngjoon Kim, Byonghyo Shim
Energy-Efficient Ultra-Dense Network With Deep Reinforcement Learning. IEEE Trans. Wirel. Commun. 21 (8) (2022)
Hyungyu Ju, Byonghyo Shim
Energy-Efficient Multi-UAV Network using Multi-Agent Deep Reinforcement Learning. APWCS (2022)
Hyungyu Ju, Seungnyun Kim, Youngjoon Kim, Byonghyo Shim
Energy-Efficient Ultra-Dense Network with Deep Reinforcement Learning. CoRR (2021)
Jihoon Moon, Hyungyu Ju, Seungnyun Kim, Byonghyo Shim
Energy-Efficient mmWave UDN Using Distributed Multi-Agent Deep Reinforcement Learning. ICC Workshops (2021)
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) (2020)
Hyungyu Ju, Seungnyun Kim, Youngjoon Kim, Hyojin Lee, Byonghyo Shim
Energy-Efficient Ultra-Dense Network using Deep Reinforcement Learning. SPAWC (2020)
Seunghwan Lee, Hyungyu Ju, Byonghyo Shim
Pilot Assignment and Channel Estimation via Deep Neural Network. APCC (2018)