@article{transitivitymeetscyclicityexplicitprefer,
  title = {Transitivity Meets Cyclicity: Explicit Preference Decomposition for Dynamic Large Language Model Alignment},
  author = {Yucong Huang and Xiucheng Li and Kaiqi Zhao and Jing Li},
  year = {2026},
  eprint = {2605.17342},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.17342},
}