Author

Mu-Qing Liu

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#machine learning Preprint Oct 2026

PGSB: Pretrained-Guided Shared Basis for LoRA Model Merging

Large pretrained models have achieved remarkable success across diverse domains, yet adapting them to multiple downstream tasks remains challenging: full fine-tuning is costly, while maintaining separate task-specific models is storage-inefficient and fails to produce a unified multi-task model. Low-Rank Adaptation (Lo...

Mu-Qing Liu, Chong-Jie Si, Zhuo-Ya Liu et al. · 0 citations