Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting

Ming Jin 0005, Guangsi Shi, Yuan-Fang Li, Bo Xiong, Tian Zhou 0004, Flora D. Salim, Liang Zhao 0002, Lingfei Wu 0001, Qingsong Wen, Shirui Pan. Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting. IEEE Trans. Pattern Anal. Mach. Intell., 47(6):4926-4939, June 2025. [doi]

Authors

Ming Jin 0005

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Guangsi Shi

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Yuan-Fang Li

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Bo Xiong

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Tian Zhou 0004

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Flora D. Salim

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Liang Zhao 0002

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Lingfei Wu 0001

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Qingsong Wen

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Shirui Pan

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