On the Optimization Landscape of Low Rank Adaptation Methods for Large Language Models

Xu-Hui Liu, Yali Du, Jun Wang, Yang Yu
2/12/2026

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@article{liu2026optimization,
  title  = {On the Optimization Landscape of Low Rank Adaptation Methods for Large Language Models},
  author = {Xu-Hui Liu and Yali Du and Jun Wang and Yang Yu},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:9c41b8f8d4d1f0e160d0737cd89802f2418aec09},
  journal = {ICLR 2025 2025}
}

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