NeurIPS · 2025 · Journal article

MINGLE: Mixture of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging

Zi-Huan Qiu, Yi Xu, Chi-Yuan He, Fanman Meng, Linfeng Xu, Qingbo Wu, Hongliang Li

Published in: Neural Information Processing Systems
Date: 2025-05-17
Citations: 15
arXiv: 2505.11883 ↗

Cite

@article{qiu2025mingle,
  title = {MINGLE: Mixture of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging},
  author = {Zi-Huan Qiu and Yi Xu and Chi-Yuan 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},
}