@article{thinklessknowmorestateawarereasoningcomp,
  title = {Think Less, Know More: State-Aware Reasoning Compression with Knowledge Guidance for Efficient Reasoning},
  author = {Yi Sui and Chaozhuo Li and Dawei Song},
  year = {2026},
  eprint = {2604.09150},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.09150},
}