Hyun-Suk Lee

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Publications (43)

• Prediction-Based Scheduling for Digital Twin Synchronization With AoI and Spatial Urgency
  IEEE Transactions on Industrial Informatics 2026 DOI: 10.1109/TII.2026.3698880
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• Cost-Efficient Sensing With Self-Improving Soft Sensor Based on Predictive Uncertainty Estimation in IoT Environments
  IEEE Internet of Things Journal 2026 DOI: 10.1109/JIOT.2025.3631946
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• Self-Improving Interference Management Based on Deep Learning With Uncertainty Quantification
  IEEE Transactions on Vehicular Technology 2025 DOI: 10.1109/TVT.2025.3588226
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• A Novel Convolutional Vision Transformer Network for Effective Level-of-Detail Awareness in Digital Twins
  Electronics 2025 DOI: 10.3390/electronics14193942
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• A review on multi-fidelity hyperparameter optimization in machine learning
  ICT Express 2025 DOI: 10.1016/j.icte.2025.02.008
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• Beam Alignment for Non-Stationary Environments Using a Novel Time-Varying Structured Bandit
  IEEE Transactions on Vehicular Technology 2025 DOI: 10.1109/TVT.2024.3509953
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• Automated tariff design for energy supply–demand matching based on Bayesian optimization: Technical framework and policy implications
  Energy Policy 2024 DOI: 10.1016/j.enpol.2024.114102
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• Universal Dynamic Pilot Allocation for Beam Alignment Based on Multi-Armed Bandits
  IEEE Wireless Communications Letters 2024 DOI: 10.1109/LWC.2023.3342738
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• Collaborative Policy Learning for Dynamic Scheduling Tasks in Cloud–Edge–Terminal IoT Networks Using Federated Reinforcement Learning
  IEEE Internet of Things Journal 2024 DOI: 10.1109/JIOT.2023.3327495
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• To Exit or Not to Exit: Cost-Effective Early-Exit Architecture Based on Markov Decision Process
  Mathematics 2024 DOI: 10.3390/math12142263
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