School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen
Great Bay University
Macau Polytechnic University
*Corresponding author
This is the github repository of UniEmo: Unifying Emotional Understanding and Generation with Learnable Expert Queries. In this work, we introduce UniEmo, a unified framework that synergistically integrates emotional understanding and generation through a hierarchical understanding chain and dual generation‑driven feedback. The whole framework of UniEmo:
@misc{zhu2025uniemounifyingemotionalunderstanding,
title={UniEmo: Unifying Emotional Understanding and Generation with Learnable Expert Queries},
author={Yijie Zhu and Lingsen Zhang and Zitong Yu and Rui Shao and Tao Tan and Liqiang Nie},
year={2025},
eprint={2507.23372},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2507.23372},
}