@article{subspaceoptimizationforlargelanguage,
  title = {Subspace Optimization for Large Language Models with Convergence Guarantees},
  author = {Yutong He and Pengrui Li and Yipeng Hu and Chuyan Chen and Kun Yuan},
  year = {2024},
  eprint = {2410.11289},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2410.11289v2},
}