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Luo Luo

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Preprint Sep 2026

Musec: MomentUm SpEctral Clipping for Stable Muon-type Training

This work proposes MomentUm SpEctral Clipping (Musec), which replaces Muon's spectral flattening with spectral clipping: rather than setting all singular values of the momentum matrix to approximately one, Musec clips singular values that exceed a threshold while preserving the underlying spectral structure of the mome...

Zhuang-Hua Liu, Meng-Li Wang, Luo Luo · 2 citations

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