@article{adaptivetesttimecomputeallocationwithevo,
  title = {Adaptive Test-Time Compute Allocation with Evolving In-Context Demonstrations},
  author = {Bowen Zuo and Dongruo Zhou and Yinglun Zhu},
  year = {2026},
  eprint = {2604.21018},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.21018},
}