@article{peadpoperceptionenhancedalignmentdirectp,
  title = {PEA-DPO: Perception-Enhanced Alignment Direct Preference Optimization for MLLMs Alignment},
  author = {Jiawei Feng and Jiancan Wu and Xingyu Zhu and Junkang Wu and Xiang Wang and Xiangnan He},
  year = {2026},
  eprint = {2608.19598},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.19598},
}