Yuxuan Bi — accepted AI-conference papers

2025

MCloudNet: An Ultra-Short-Term Photovoltaic Power Forecasting Framework With Multi-Layer Cloud Coverage

Meng Wan, Tiantian Liu, Yuxuan Bi, Jue Wang, Hui Cui, Rongqiang Cao +4

IJCAI 2025

Over 4.15 million low-income households across nearly 60,000 villages in China benefit from photovoltaic (PV) poverty alleviation power stations. However, weak infrastructure and limited capabilities make these systems vulnerable to fluctuations. One of the United Nations' Sustainable Development Go

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2025

PPDformer: Channel-Specific Periodic Patch Division for Time Series Forecasting

Meng Wan, Qi Su, Huan Hao, Jue Wang, Yuexiu Cui, Yuxuan Bi +5

ICASSP 2025accepted

Multivariate time series (MTS) forecasting presents significant challenges due to the diverse noise distributions and complex periodic patterns across different channels. Existing Transformer-based models often apply uniform noise reduction techniques and simplistic patch segmentation, resulting in…

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