@article{swiftsvdtheoreticaloptimalitymeetspracti,
  title = {Swift-SVD: Theoretical Optimality Meets Practical Efficiency in Low-Rank LLM Compression},
  author = {Ruoling Qi and Yirui Liu and Xuaner Wu and Xiangyu Wang and Ming Li and Chen Chen and Jian Chen and Yin Chen and Qizhen Weng},
  year = {2026},
  eprint = {2604.01609},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.01609},
}