Harmonizing the Past, Present, and Future: A Null-Space Constrained Region-Specific Method for Continual Learning in LLMs
Shandong Institute of Automation · Beijing Academy of Artificial Intelligence · Institute of Automation · Fuzhou University · Fujian Provincial Cancer Hospital
- Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- 2026-01-01
- 0
@inproceedings{chen2026harmonizing,
title = {Harmonizing the Past, Present, and Future: A Null-Space Constrained Region-Specific Method for Continual Learning in LLMs},
author = {Jinhui Chen and Shizhu He and Xingchang Yang and Huanxuan Liao and Yequan Wang and Xiangwen Liao and Wenhao Teng and Kang Liu and Jun Zhao},
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.1244},
url = {https://doi.org/10.18653/v1/2026.acl-long.1244},
}