Top-tier Journal Papers:
Hyeonjin Kim, Avijit Das and Di Wu, "A Neural Optimizer with Decision-Focused Learning for Optimal Energy Storage Operation", IEEE Transactions on Industrial Informatics (early access).
Hyeonjin Kim, Min Gyung Yu, Di Wu and Ning Lu, "An Optimization-based HVAC Load and PV Disaggregation with Contextual Supervision", IEEE Transactions on Smart Grid, vol. 16, no. 4, pp. 3457-3460, 2025.
Hyeonjin Kim, Yi Hu, Kai Ye and Ning Lu, "ViT4LPA: A Vision Transformer for Advanced Smart Meter Load Profile Analysis", Applied Energy, vol. 382, p. 125243, 2025.
Yi Hu, Hyeonjin Kim, Kai Ye and Ning Lu, "Applying Fine-Tuned LLMs for Reducing Data Needs in Load Profile Analysis", Applied Energy, vol. 377, p. 124666, 2025.
Yi Hu, Kai Ye, Hyeonjin Kim and Ning Lu, "BERT-PIN: A BERT-based Framework for Recovering Missing Data Segments in Time-series Load Profiles", IEEE Transactions on Industrial Informatics, vol. 20, no. 10, pp. 12241-12251, 2024.
Hyeonjin Kim, Kai Ye, Duehee Lee and Ning Lu, "A Contextually Supervised Optimization-based HVAC Load Disaggregation Methodology", IEEE Transactions on Smart Grid , vol.15, no.4, pp.3852 - 3863, 2024.
Hyeonjin Kim and Duehee Lee, "Probabilistic Solar Power Forecasting based on Bivariate Solar Irradiation Distributions", IEEE Transactions on Sustainable Energy, vol.12, no.4, pp.2021-2041, 2021.