@article{specontextenablingefficientlongcontextre,
  title = {SpeContext: Enabling Efficient Long-context Reasoning with Speculative Context Sparsity in LLMs},
  author = {Jiaming Xu and Jiayi Pan and Hanzhen Wang and Yongkang Zhou and Jiancai Ye and Yu Wang and Guohao Dai},
  year = {2025},
  eprint = {2512.00722},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.00722},
}