ICLR · 2026 · Conference paper

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting

Haomiao Qiu, Miao Zhang, Ziyue Qiao, Weili Guan, Min Zhang, Liqiang Nie

Date: 2025-05-28
Citations: 6
arXiv: 2505.22370 ↗

Cite

@inproceedings{qiu2026splitlora,
  title = {SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting},
  author = {Haomiao Qiu and Miao Zhang and Ziyue Qiao and Weili Guan and Min Zhang and Liqiang Nie},
  year = {2026},
  booktitle = {ICLR},
  eprint = {2505.22370},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.22370},
}