@article{guidedbridgetrainingfreelyimprovingbridg,
  title = {GuidedBridge: Training-freely Improving Bridge Models with Prior Guidance},
  author = {Zehua Chen and Yucheng Yang and Binjie Yuan and Kaiwen Zheng and Jun S. Liu and Jun Zhu},
  year = {2026},
  eprint = {2606.03119},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.03119},
}