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Author

Seongwoo Lee

Observed institution: Kwangwoon University
ORCID: 0000-0003-3712-0009
Observed ORCID: 0000-0003-3712-0009
OpenAlex ID: A5069858150
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
Recent Trends and Issues of Energy Management Systems Using Machine Learning
2024 · Seongwoo Lee, Joonho Seon, et al. · Energies · 62
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Data-Driven Approaches for Energy Theft Detection: A Comprehensive Review
2024 · Soohyun Kim, Youngghyu Sun, et al. · Energies · 34
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
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
Deep Reinforced Segment Selection and Equalization for Task-Oriented Semantic Communication
2024 · Joonho Seon, Seongwoo Lee, et al. · IEEE Communications Letters · 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
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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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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Enhancement of Image Reconstruction in Orthogonal Frequency-Division Multiplexing (OFDM)-Based Communication System Using Conditional Diffusion Model of Generative AI
2025 · Soohyun Kim, Jinwook Kim, et al. · Applied Sciences · 1
Modular Approaches in eLearning Design: Computer-Assisted Pronunciation Training Design and Evaluation
2018 · Seongwoo Lee · Journal of Technology and Chinese Language Teaching · 1
Novel Positioning Scheme Based on Supervised Deep Reinforcement Learning for Indoor Wireless Localization
2026 · Youngghyu Sun, Kyounghun Kim, et al. · Electronics
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LocalGaussStyle: A Method for Localized Style Transfer on 3D Gaussian Splatting
2026 · Jeongho Kim, Byungsun Hwang, et al. · Electronics
Novel Channel Estimation Based on Enhanced Diffusion Posterior Sampling for mmWave MIMO Systems
2026 · Jinwook Kim, Seongwoo Lee, et al. · IEEE Wireless Communications Letters
Agentic Semantic Communication: Concepts, Architectures, and Visions
2026 · Joonho Seon, Seongwoo Lee, et al. · IEEE Communications Surveys & Tutorials
Toward Agentic AI-Based Microgrids: Edge Agentic AI Architecture for Grid - Interactive Mobile Microgrids
2026 · Seongwoo Lee, Joonho Seon, et al. · IEEE Power and Energy Magazine
Robust Positioning Scheme Based on Deep Reinforcement Learning with Context-Aware Intelligence
2025 · Seongwoo Lee, Byungsun Hwang, et al. · Applied Sciences
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Works count: 22
Citation count: 264
H-index: 7
I10-index: 7
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