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Yu-Hao Song

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Open access Aug 2026

Controlled Local–Global Channel Communication for Multivariate Long-Term Forecasting

Multivariate long-term forecasting requires deciding how much cross-channel structure can be exploited reliably, yet existing architectures fix this decision by design, from no exchange at all to unrestricted mixing. We argue that the amount should instead be selected from data, and propose CLOC (Controlled Local–Globa...

Yu-Hao Song, Yiyao Liu, Chang Wang et al. · 0 citations

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