Spectral Disentanglement: Rank-Aware Task Adaptation for Rehearsal-free Continual Learning in LLMs
Shandong Institute of Automation · Beijing Academy of Artificial Intelligence · Institute of Automation · Fujian Provincial Cancer Hospital · Fuzhou University
- Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- 2026-01-01
- 2
@inproceedings{liao2026spectral,
title = {Spectral Disentanglement: Rank-Aware Task Adaptation for Rehearsal-free Continual Learning in LLMs},
author = {Huanxuan Liao and Shizhu He and Yupu Hao and Yequan Wang and Wenhao Teng and Xiangwen Liao and Jun Zhao and Kang Liu},
year = {2026},
booktitle = {Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
doi = {10.18653/v1/2026.acl-long.334},
url = {https://doi.org/10.18653/v1/2026.acl-long.334},
}