@article{leadlengthefficientadaptiveanddynamicrea,
  title = {LEAD: Length-Efficient Adaptive and Dynamic Reasoning for Large Language Models},
  author = {Songtao Wei and Yi Li and Zhikai Li and Xu Hu and Yuede Ji and Guanpeng Li and Feng Chen and Carl Yang and Zhichun Guo and Bingzhe Li},
  year = {2026},
  eprint = {2605.09806},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.09806},
}