@article{uniscaleadaptiveunifiedinferencescalingv,
  title = {UniScale: Adaptive Unified Inference Scaling via Online Joint Optimization of Model Routing and Test-Time Scaling},
  author = {Kaiyu Huang and Xingyu Wang and Mingze Kong and Zhubo Shi and Yuqian Hou and Hong Xu and Zhongxiang Dai and Minchen Yu and Qingjiang Shi},
  year = {2026},
  eprint = {2605.30898},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.30898},
}