Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA

@inproceedings{fa2026decomposing,
  title = {Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA},
  author = {Zhan Fa and Yue Duan and Jian Zhang and Lei Qi and Wanqi Yang and Yinghuan Shi},
  year = {2026},
  booktitle = {AAAI Conference on Artificial Intelligence},
  eprint = {2601.22828},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.22828},
}