Publications
A list of my publications can be found at Google Scholar.
I will try to open-source all my publications. The source code of my algorithms can be found in my GitHub.
Journal Publications:
Y. Hu, and Zheyuan Cheng, "Generative Modeling and Decision Fusion for Unknown Event Detection and Classification Using Synchrophasor Data", arXiv preprint, available at: https://doi.org/10.48550/arXiv.2509.22795
Y. Hu, H. Kim, K. Ye, and N. Lu, "Applying Fine-Tuned LLMs for Reducing Data Needs in Load Profile Analysis", in Applied Energy, vol. 377, pp. 124666, Jan. 2025.
Y. Hu, K. Ye, H. Kim and N. Lu, "BERT-PIN: A BERT-Based Framework for Recovering Missing Data Segments in Time-Series Load Profiles", in IEEE Transactions on Industrial Informatics, vol. 20, no. 10, pp. 12241-12251, Oct. 2024, doi: 10.1109/TII.2024.3417272.
Y. Hu, Y. Li, L. Song, H.P. Lee, PJ. Rehm, M. Makdad, E. Miller, and N. Lu, "MultiLoad-GAN: A GAN-Based Synthetic Load Group Generation Method Considering Spatial-Temporal Correlations", in IEEE Transactions on Smart Grid, vol. 15, no. 2, pp. 2309-2320, Mar. 2024, doi: 10.1109/TSG.2023.3302192.
Y. Li, L. Song, Y. Hu, H.P. Lee, D. Wu, PJ. Rehm, N. Lu, "Load Profile Inpainting for Missing Load Data Restoration and Baseline Estimation", in IEEE Transactions on Smart Grid, vol. 15, no. 2, pp. 2251-2260, Mar. 2024, doi: 10.1109/TSG.2023.3293188.
H. Kim, Y. Hu, K. Ye, and Ning Lu. "Vit4lpa: A Vision Transformer for Advanced Smart Meter Load Profile Analysis", in Applied Energy, vol. 382, pp. 125243, Mar. 2025.
Conference Papers:
H. Kim, Y. Hu, K. Ye, and N. Lu, “A Novel Vision Transformer based Load Profile Analysis using Load Images as Inputs”, 2024 IEEE Power & Energy Society General Meeting (PESGM).
K. Ye, H. Kim, Y. Hu, N. Lu, D. Wu, and PJ. Rehm, "A Modified Sequence-to-point HVAC Load Disaggregation Algorithm", 2023 IEEE Power & Energy Society General Meeting (PESGM).