publications

2026

1. Hessian-Similar Optimization with Capped Participation: Lower Bounds and Virtual Masters
   Rui Wang
   arXiv preprint arXiv:2610.33835 (2026)
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2. The Certification Exponent: Instance-Optimal Sequential Certification of Policy Improvement from History Dependent Logs
   Rui Wang
   arXiv preprint arXiv:2610.24345 (2026)
   Google Scholar

2024

1. Multi-server federated learning for buildings energy prediction with wind speed
   Rui Wang, Yanshuo Fan, Honguang Yun, Rakiba Rayhana, Ling Bai, Zheng Liu
   IEEE Transactions on Instrumentation and Measurement (2024)
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2. Personalized federated learning for buildings energy consumption forecasting
   Rui Wang, Ling Bai, Rakiba Rayhana, Zheng Liu
   Energy and Buildings 323, 114762 (2024)
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3. Efficient community building energy load forecasting through federated hypernetwork
   R Wang, R Rayhana, L Bai, Z Liu
   NDE 4.0, Predictive Maintenance, Communication, and Energy Systems: The Digital Transformation of NDE II 12952 (2024)
   Google Scholar
4. Federated autoML learning for community building energy prediction
   Rui Wang, Ling Bai, Rakiba Rayhana, Zheng Liu
   NDE 4.0, Predictive Maintenance, Communication, and Energy Systems: The Digital Transformation of NDE II 12952, 69–77 (2024)
   Google Scholar
5. WaveCLR: Contrastive learning of guided wave representations for composite damage identification
   Hongguang Yun, Rui Wang, Rakiba Rayhana, Shashank Pant, Marc Genest, Zheng Liu
   IEEE Transactions on Instrumentation and Measurement (2024)
   Google Scholar
6. Multi-task deep learning for large-scale buildings energy management
   Rui Wang, Rakiba Rayhana, Majid Gholami, Omar E Herrera, Zheng Liu, Walter Mérida
   Energy and Buildings 307, 113964 (2024)
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2023

1. An adaptive federated learning system for community building energy load forecasting and anomaly prediction
   Rui Wang, Hongguang Yun, Rakiba Rayhana, Junchi Bin, Chengkai Zhang, Omar E Herrera, Zheng Liu, Walter Mérida
   Energy and Buildings 295, 113215 (2023)
   Google Scholar
2. Efficient community electricity load forecasting with transformer and federated learning
   Rui Wang, Zheng Liu
   NDE 4.0, Predictive Maintenance, Communication, and Energy Systems: The Digital Transformation of NDE 12489, 38–45 (2023)
   Google Scholar

2022

1. An Efficient and Uncertainty-Aware Decision Support System for Disaster Response Using Aerial Imagery
   Junchi Bin, Ran Zhang, Rui Wang, Yue Cao, Yufeng Zheng, Erik Blasch, Zheng Liu
   Sensors 22, 7167 (2022)
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2020

1. AIS data driven general vessel destination prediction: A random forest based approach
   Chengkai Zhang, Junchi Bin, Wells Wang, Xiang Peng, Rui Wang, Richard Halldearn, Zheng Liu
   Transportation Research Part C: Emerging Technologies 118, 102729 (2020)
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