@article{
lu2026unifying,
title={Unifying Understanding and Generation in Vision-Language Models: Advances, Challenges, and Opportunities},
author={Xiaocheng Lu and Ziyue Ma and Jie ZHANG and Jian Liu and Song Guo},
journal={Transactions on Machine Learning Research},
issn={2835-8856},
year={2026},
url={https://openreview.net/forum?id=AIMmeOrVFL},
note={Survey Certification}
}