Pilot Assignment and Channel Estimation via Deep Neural Network. - Seunghwan Lee; Hyungyu Ju; Byonghyo Shim (APCC, 2018)

Energy-Efficient Ultra-Dense Network using Deep Reinforcement Learning. - Hyungyu Ju; Seungnyun Kim; Youngjoon Kim; Hyojin Lee; Byonghyo Shim (SPAWC, 2020)

A Hybrid Miller-Cascode Compensation for Fast Settling in Two-Stage Operational Amplifiers. - Hyungyu Ju; Minjae Lee 001 (IEEE Trans. Very Large Scale Integr. Syst., 2020)

Energy-Efficient mmWave UDN Using Distributed Multi-Agent Deep Reinforcement Learning. - Jihoon Moon; Hyungyu Ju; Seungnyun Kim; Byonghyo Shim (ICC Workshops, 2021)

Energy-Efficient Multi-UAV Network using Multi-Agent Deep Reinforcement Learning. - Hyungyu Ju; Byonghyo Shim (APWCS, 2022)

Intelligent Near-Field Channel Estimation for Terahertz Ultra-Massive MIMO Systems. - Anho Lee; Hyungyu Ju; Seungnyun Kim; Byonghyo Shim (GLOBECOM, 2022)

Deep Reinforcement Learning-Based Network Slicing for Beyond 5G. - Kyungjoo Suh; Sunwoo Kim 004; Yongjun Ahn; Seungnyun Kim; Hyungyu Ju; Byonghyo Shim (IEEE Access, 2022)

Energy-Efficient Ultra-Dense Network With Deep Reinforcement Learning. - Hyungyu Ju; Seungnyun Kim; Youngjoon Kim; Byonghyo Shim (IEEE Trans. Wirel. Commun., 2022)

Automated Environment-Aware Channel Feedback for 6G Massive MIMO Systems. - Seokhyun Jeong; Hyungyu Ju; Sunwoo Kim 004; Byonghyo Shim (GLOBECOM (Workshops), 2023)

Transformer-Aided Parametric CSI Feedback for mmWave Massive MIMO Systems. - Hyungyu Ju; Seokhyun Jeong; Seungnyun Kim; Byonghyo Shim (ICC, 2023)

Energy-Efficient User Association in mmWave/THz Ultra-Dense Network via Multi-Agent Deep Reinforcement Learning. - Jihoon Moon; Seungnyun Kim; Hyungyu Ju; Byonghyo Shim (IEEE Trans. Green Commun. Netw., 2023)

Transformer-Based Channel Parameter Acquisition for Terahertz Ultra-Massive MIMO Systems. - Seungnyun Kim; Anho Lee; Hyungyu Ju; Khoa Anh Ngo; Jihoon Moon; Byonghyo Shim (IEEE Trans. Veh. Technol., 2023)

Transformer-based Predictive Channel Estimation for mmWave Massive MIMO Systems. - Hyungyu Ju; Seokhyun Jeong; Byungju Lee; Byonghyo Shim (VTC Fall, 2024)

Transformer-Assisted Parametric CSI Feedback for mmWave Massive MIMO Systems. - Hyungyu Ju; Seokhyun Jeong; Seungnyun Kim; Byungju Lee; Byonghyo Shim (IEEE Trans. Wirel. Commun., 2024)