@article{llmsimprovingllmsagenticdiscoveryfortest,
  title = {LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling},
  author = {Tong Zheng and Haolin Liu and Chengsong Huang and Huiwen Bao and Sheng Zhang and Rui Liu and Runpeng Dai and Ruibo Chen and Chenxi Liu and Tianyi Xiong and Xidong Wu and Hongming Zhang and Heng Huang},
  year = {2026},
  eprint = {2605.08083},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.08083},
}