SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models

Muyang Li, Yujun Lin, Zhekai Zhang, Tianle Cai, Xiuyu Li +5 more
2/12/2026

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@article{li2026svdquant,
  title  = {SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models},
  author = {Muyang Li and Yujun Lin and Zhekai Zhang and Tianle Cai and Xiuyu Li and Junxian Guo and Enze Xie and Chenlin Meng and Jun-Yan Zhu and Song Han},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:b19edc6b2a11f2e4722399ff99b1af383aee67e3},
  journal = {ICLR 2025 2025}
}

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