@article{loopcoderv2onlylooponceforefficienttestt,
  title = {LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling},
  author = {Jian Yang and Shawn Guo and Wei Zhang and Tianyu Zheng and Yaxin Du and Haau-Sing Li and Jiajun Wu and Yue Song and Yan Xing and Qingsong Cai and Zelong Huang and Chuan Hao and Ran Tao and Xianglong Liu and Wayne Xin Zhao and Mingjie Tang and Weifeng Lv and Ming Zhou and Bryan Dai},
  year = {2026},
  eprint = {2606.18023},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.18023},
}