You Can Only Tune Normalization: A Simple and Effective Approach to Parameter-Efficient Fine-Tuning.
Lingyun Huang|Jianxu Mao|Junfei Yi|Ziming Tao|Ziyang Peng|Wei He|Rui Liu|Yaonan Wang
| Anthology ID: | DBLP:journals/tist/HuangMYTPHLW26 |
|---|---|
| Year: | 2026 |
| Venue: | ACM Transactions on Intelligent Systems and Technology (TIST) |
| Pages: | 52:1-52:24 |
| URL: | https://doi.org/10.1145/3763004 |
| DOI: | https://doi.org/10.1145/3763004 |
| DBLP: | journals/tist/HuangMYTPHLW26 |
| BibTeX: |
@article{huang-2026-tune,
author = {Lingyun Huang and
Jianxu Mao and
Junfei Yi and
Ziming Tao and
Ziyang Peng and
Wei He and
Rui Liu and
Yaonan Wang},
title = {{You Can Only Tune Normalization: A Simple and Effective Approach to Parameter-Efficient Fine-Tuning}},
journal = {ACM Transactions on Intelligent Systems and Technology (TIST)},
volume = {17},
number = {3},
pages = {52:1--52:24},
year = {2026},
url = {https://doi.org/10.1145/3763004},
doi = {https://doi.org/10.1145/3763004}
}