Mr. Rui Wang Profile

Rui Wang

at Univ of British Columbia

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Publications (3)

Proceedings Article | 9 May 2024 Presentation + Paper

Federated autoML learning for community building energy prediction

Rui Wang, Ling Bai, Rakiba Rayhana, Zheng Liu

Proceedings Volume 12952, 129520B (2024) https://doi.org/10.1117/12.3012012

KEYWORDS: Data modeling, Deep learning, Education and training, Machine learning, Statistical modeling, Power consumption, Statistical analysis, Error analysis, Transformers, Mathematical optimization

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Proceedings Article | 9 May 2024 Presentation + Paper

Efficient community building energy load forecasting through federated hypernetwork

Rui Wang, Rakiba Rayhana, Ling Bai, Zheng Liu

Proceedings Volume 12952, 1295207 (2024) https://doi.org/10.1117/12.3012011

KEYWORDS: Deep learning, Data modeling, Transformers, Education and training, Machine learning, Neural networks, Performance modeling, Visualization, Data privacy, Autoregressive models

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Proceedings Article | 25 April 2023 Presentation + Paper

Efficient community electricity load forecasting with transformer and federated learning

Rui Wang, Zheng Liu

Proceedings Volume 12489, 1248908 (2023) https://doi.org/10.1117/12.2657701

KEYWORDS: Data modeling, Deep learning, Education and training, Transformers, Machine learning, Buildings, Performance modeling, Power consumption, Neural networks, Design and modelling

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