ICML · 2025 · Conference paper

TreeLoRA: Efficient Continual Learning via Layer-Wise LoRAs Guided by a Hierarchical Gradient-Similarity Tree

Yu-Yang Qian, Yiqin Xu, Zhenyu Zhang, Peng Zhao, Zhi‐Hua Zhou

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Published in: International Conference on Machine Learning
Date: 2025-06-12
Citations: 15
arXiv: 2506.10355 ↗

Cite

@inproceedings{qian2025treelora,
  title = {TreeLoRA: Efficient Continual Learning via Layer-Wise LoRAs Guided by a Hierarchical Gradient-Similarity Tree},
  author = {Yu-Yang Qian and Yiqin Xu and Zhenyu Zhang and Peng Zhao and Zhi‐Hua Zhou},
  year = {2025},
  booktitle = {International Conference on Machine Learning},
  eprint = {2506.10355},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.10355},
}