MINGLE: Mixture of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging
University of Electronic Science and Technology of China · Amazon (Germany) · Huawei Technologies (United Kingdom)
- Neural Information Processing Systems
- 2025-01-01
- 15
@article{qiu2025mingle,
title = {MINGLE: Mixture of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging},
author = {Zihuan Qiu and Yidong Xu and Chiyuan He and Fanman Meng and Linfeng Xu and Qingbo Wu and Hongliang Li},
year = {2025},
journal = {Neural Information Processing Systems},
eprint = {2505.11883},
archivePrefix = {arXiv},
doi = {10.52202/085713-4814},
url = {https://arxiv.org/abs/2505.11883},
}