@article{beyondmanuallydesignedpruningpolicieswit,
  title = {Beyond Manually Designed Pruning Policies with Second-Level Performance Prediction: A Pruning Framework for LLMs},
  author = {Zuxin Ma and Yunhe Cui and Yongbin Qin},
  year = {2025},
  eprint = {2508.02381},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.02381},
}