@article{upunboundedpositiveasymmetricoptimizatio,
  title = {UP: Unbounded Positive Asymmetric Optimization for Breaking the Exploration-Stability Dilemma},
  author = {Chongyu Fan and Pengfei Liu and Jingjia Huang and Sijia Liu and Yi Lin},
  year = {2026},
  eprint = {2607.06987},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.06987},
}