@article{genrecapreferenceorientedgenerativeframe,
  title = {GenRec: A Preference-Oriented Generative Framework for Large-Scale Recommendation},
  author = {Yanyan Zou and Junbo Qi and Lunsong Huang and Yu Li and Kewei Xu and Jiabao Gao and Binglei Zhao and Xuanhua Yang and Sulong Xu and Shengjie Li},
  year = {2026},
  eprint = {2604.14878},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.14878},
}