ICML · 2026 · Conference paper · Top venue

Task-Driven Subspace Decomposition for Knowledge Sharing and Isolation in LoRA-based Continual Learning

Lingfeng He, De Cheng, Huaijie Wang, Xi Yang, Nannan Wang, Xinbo Gao

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Date: 2026-02-27
Citations: 8
arXiv: 2603.00191 ↗

Cite

@inproceedings{he2026taskdriven,
  title = {Task-Driven Subspace Decomposition for Knowledge Sharing and Isolation in LoRA-based Continual Learning},
  author = {Lingfeng He and De Cheng and Huaijie Wang and Xi Yang and Nannan Wang and Xinbo Gao},
  year = {2026},
  booktitle = {ICML},
  eprint = {2603.00191},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.00191},
}