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Young Ghyu Sun

Observed names: Young Ghyu SUN, Youngghyu Sun
Observed institution: Kwangwoon University
ORCID: 0000-0001-7279-5090
Observed ORCID: 0000-0001-7279-5090
OpenAlex ID: A5023761901
Novel Architecture of Energy Management Systems Based on Deep Reinforcement Learning in Microgrid
2023 · Seongwoo Lee, Joonho Seon, et al. · IEEE Transactions on Smart Grid · 78
Detection for Non-Technical Loss by Smart Energy Theft With Intermediate Monitor Meter in Smart Grid
2019 · Jin Young Kim, Yu Min Hwang, et al. · IEEE Access · 76
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Recent Trends and Issues of Energy Management Systems Using Machine Learning
2024 · Seongwoo Lee, Joonho Seon, et al. · Energies · 62
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DQN-Based Adaptive Modulation Scheme Over Wireless Communication Channels
2020 · Donggu Lee, Young Ghyu Sun, et al. · IEEE Communications Letters · 42
Data-Driven Approaches for Energy Theft Detection: A Comprehensive Review
2024 · Soohyun Kim, Youngghyu Sun, et al. · Energies · 34
Deep Learning Based Successive Interference Cancellation Scheme in Nonorthogonal Multiple Access Downlink Network
2020 · Isaac Sim, Young Ghyu Sun, et al. · Energies · 29
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Non-Technical Loss Detection Using Deep Reinforcement Learning for Feature Cost Efficiency and Imbalanced Dataset
2022 · Jiyoung Lee, Young Ghyu Sun, et al. · IEEE Access · 28
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Energy Theft Detection Model Based on VAE-GAN for Imbalanced Dataset
2023 · Youngghyu Sun, Jiyoung Lee, et al. · Energies · 20
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Generative AI-Driven Data Augmentation for Crack Detection in Physical Structures
2024 · Jinwook Kim, Joonho Seon, et al. · Electronics · 16
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Least Information Spectral GAN With Time-Series Data Augmentation for Industrial IoT
2024 · Joonho Seon, Seongwoo Lee, et al. · IEEE Transactions on Emerging Topics in Computational Intelligence · 16
Game-Theory Modeling for Social Welfare Maximization in Smart Grids
2018 · Yu Min Hwang, Issac Sim, et al. · Energies · 15
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Novel Energy Trading System Based on Deep-Reinforcement Learning in Microgrids
2021 · Seongwoo Lee, Joonho Seon, et al. · Energies · 13
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GraphSAGE with contrastive encoder for efficient fault diagnosis in industrial IoT systems
2023 · Joonho Seon, Seongwoo Lee, et al. · ICT Express · 10
Neural Episodic Control-Based Adaptive Modulation and Coding Scheme for Inter-Satellite Communication Link
2021 · Donggu Lee, Young Ghyu Sun, et al. · IEEE Access · 9
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Deep Reinforced Segment Selection and Equalization for Task-Oriented Semantic Communication
2024 · Joonho Seon, Seongwoo Lee, et al. · IEEE Communications Letters · 7
Performance of End-to-end Model Based on Convolutional LSTM for Human Activity Recognition
2022 · Young Ghyu Sun, Soo Hyun Kim, et al. · Journal of Web Engineering · 7
Deep Reinforced Feature Compression and Channel Equalization for Semantic Communications
2025 · Joonho Seon, Seongwoo Lee, et al. · IEEE Transactions on Cognitive Communications and Networking · 5
Enhanced 3D Outdoor Positioning Method Based on Adaptive Kalman Filter and Kernel Density Estimation for 6G Wireless System
2024 · Kyounghun Kim, Seongwoo Lee, et al. · Electronics · 5
Multi-agent Reinforcement Learning-based Resource Allocation Scheme for UAV-assisted Internet of Remote Things Systems
2023 · Donggu Lee, Young Ghyu Sun, et al. · IEEE Access · 5
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Robust UAV Path Planning Using RSS in GPS-Denied and Dense Environments Based on Deep Reinforcement Learning
2025 · Kyounghun Kim, Joonho Seon, et al. · Electronics · 4
End-to-End Latency Optimization for Resilient Distributed Convolutional Neural Network Inference in Resource-Constrained Unmanned Aerial Vehicle Swarms
2024 · Jeongho Kim, Joonho Seon, et al. · Applied Sciences · 4
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Time-Lapse Image Method for Classifying Appliances in Nonintrusive Load Monitoring
2021 · Joonho Seon, Youngghyu Sun, et al. · Energies · 4
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Context-Aware Integrated Navigation System Based on Deep Learning for Seamless Localization
2024 · Byungsun Hwang, Seongwoo Lee, et al. · Sensors · 3
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Area-Selective Deep Reinforcement Learning Scheme for Wireless Localization
2024 · Young Ghyu SUN, Soo Hyun KIM, et al. · IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences · 2
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Mitigation of Phase Cancellation for Efficient Decoding and RF Energy Harvesting in Tag-to-Tag Communications
2018 · Isaac Sim, Yu Min Hwang, et al. · IEEE Access · 2
Works count: 47
Citation count: 499
H-index: 12
I10-index: 13
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