NeurIPS · 2025 · Journal article

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

Zihuan Qiu, Yidong Xu, Chiyuan He, Fanman Meng, Linfeng Xu, Qingbo Wu, Hongliang Li

University of Electronic Science and Technology of China · Amazon (Germany) · Huawei Technologies (United Kingdom)

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Published in
Neural Information Processing Systems
Date
2025-01-01
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 = {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},
}