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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Jiaxin Dou

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Jul 2026

MFSNet: lightweight multi-scale MLP-guided frequency suppression network for multivariate time series forecasting

This paper proposes MFSNet, a lightweight forecasting framework that combines hidden-space multi-scale representation learning with differentiable frequency-domain suppression, and shows its potential as a practical lightweight solution for multivariate time series forecasting.

Y. Xun, Jiaxin Dou, Hai-Feng Yang et al. · 0 citations

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