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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Hai-Feng Yang

h-index 17 View on Semantic Scholar

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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
Aug 2026

Robust multi-view subspace clustering with enhanced high-order correlations

A robust multi-view subspace clustering method with enhanced higher-order correlations, termed RMVSC-EHOC, which introduces Laplacian regularization and robust principal component analysis to learn stable latent representations while preserving local neighborhood structure.

Hai-Feng Yang, Fu-Xing Cui, Jiang-Hui Cai et al. · 0 citations

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