Mitigation of Phase Cancellation for Efficient Decoding and RF Energy Harvesting in Tag-to-Tag Communications. - Isaac Sim; Yu Min Hwang; Young Ghyu Sun; Dong In Kim; Yoan Shin; Jin Young Kim 001 (IEEE Access, 2018)

Detection for Non-Technical Loss by Smart Energy Theft With Intermediate Monitor Meter in Smart Grid. - Jin Young Kim 001; Yu Min Hwang; Young Ghyu Sun; Isaac Sim; Dong In Kim; Xianbin Wang 001 (IEEE Access, 2019)

DQN-Based Adaptive Modulation Scheme Over Wireless Communication Channels. - Donggu Lee; Young Ghyu Sun; Soo Hyun Kim; Isaac Sim; Yu Min Hwang; Yoan Shin; Dong In Kim; Jin Young Kim 001 (IEEE Commun. Lett., 2020)

Neural Episodic Control-Based Adaptive Modulation and Coding Scheme for Inter-Satellite Communication Link. - Donggu Lee; Young Ghyu Sun; Isaac Sim; Jae-Hyun Kim; Yoan Shin; Dong In Kim; Jin Young Kim 001 (IEEE Access, 2021)

Game-Theory Modeling of Multicolor LED-Based VLC Systems under Smart Interference. - Yu Min Hwang; Isaac Sim; Young Ghyu Sun; Juphil Cho; Jin Young Kim 001 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2021)

Non-Technical Loss Detection Using Deep Reinforcement Learning for Feature Cost Efficiency and Imbalanced Dataset. - Jiyoung Lee; Young Ghyu Sun; Isaac Sim; Soo Hyun Kim; Dong In Kim; Jin Young Kim 001 (IEEE Access, 2022)

Performance of Digital Drone Signage System Based on DUET. - Isaac Sim; Young Ghyu Sun; Soo Hyun Kim; SangWoon Lee; Cheong Ghil Kim; Jin Young Kim 001 (J. Web Eng., 2022)

Performance of End-to-end Model Based on Convolutional LSTM for Human Activity Recognition. - Young Ghyu Sun; Soo Hyun Kim; Seongwoo Lee; Joonho Seon; SangWoon Lee; Cheong Ghil Kim; Jin Young Kim 001 (J. Web Eng., 2022)

Multi-Agent Reinforcement Learning-Based Resource Allocation Scheme for UAV-Assisted Internet of Remote Things Systems. - Donggu Lee; Young Ghyu Sun; Soo Hyun Kim; Jae-Hyun Kim; Yoan Shin; Dong In Kim; Jin Young Kim 001 (IEEE Access, 2023)

GraphSAGE with contrastive encoder for efficient fault diagnosis in industrial IoT systems. - Joonho Seon; Seongwoo Lee; Young Ghyu Sun; Soo Hyun Kim; Dong In Kim; Jin Young Kim (ICT Express, 2023)

Novel Architecture of Energy Management Systems Based on Deep Reinforcement Learning in Microgrid. - Seongwoo Lee; Joonho Seon; Young Ghyu Sun; Soo Hyun Kim; Chanuk Kyeong; Dong In Kim; Jin Young Kim 001 (IEEE Trans. Smart Grid, 2024)

Deep Reinforced Segment Selection and Equalization for Task-Oriented Semantic Communication. - Joonho Seon; Seongwoo Lee; Jinwook Kim; Soo Hyun Kim; Young Ghyu Sun; Hyowoon Seo; Dong In Kim; Jin Young Kim 001 (IEEE Commun. Lett., 2024)

Graph Neural Networks with Generative Adversarial Networks for Semi-Supervised Fault Diagnosis. - Joonho Seon; Seongwoo Lee; Young Ghyu Sun; Soo Hyun Kim; Dong In Kim; Jin Young Kim (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2025)

Area-Selective Deep Reinforcement Learning Scheme for Wireless Localization. - Young Ghyu Sun; Soo Hyun Kim; Dong In Kim; Jin Young Kim (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2025)

Least Information Spectral GAN With Time-Series Data Augmentation for Industrial IoT. - Joonho Seon; Seongwoo Lee; Young Ghyu Sun; Soo Hyun Kim; Dong In Kim; Jin Young Kim 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)