Author

Wenyi Yu

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#small language model Preprint Aug 2026

Spectral Allocation: Why Muon Outperforms Adam, and How to Improve Muon

Spectral-Aware Muon is introduced, which holds the head at the Muon scale and amplifies the bulk using a static spectral prior, and both variants outperform tuned AdamW and Muon (Scion implementation) baselines in all evaluated model-scale and batch-size configurations.

Xiaodong Wu, Wenyi Yu, Chao Zhang et al. · 0 citations

Preprint Jul 2026

SALMONN-2: Advancing General-Purpose Hearing Abilities with Self-Supervised Representations

A multi-layer feature fusion (MLF) adapter that aggregates information from all encoder layers before projecting them into the language model is proposed and shows that MICL does not emerge naturally in ALLMs, but can be effectively acquired through targeted contextual biasing training.

Xiaoyu Yang, Xuenan Xu, Wenyi Yu et al. · 0 citations