Yuhang Wen

About Me

I am currently pursuing a M.Sc. at Sun Yat-sen University, supervised by Prof. Mengyuan Liu and Prof. Beichen Ding. I completed my B.Eng. in Intelligent Science and Technology from the same institution in 2023. My research interests are 2D/3D Vision and their applications, including human-related perception & analysis, video understanding & generation, and robotic vision.

During my academic journey, I have had the opportunity to lead or participate in a range of projects, including those focused on human action recognition, robotic manipulation guided by human instructions, and micro-expression generation. Recently, I am working on 1) a normalization method for multi-entity actions and 2) multi-modal alignment for multi-entity action recognition. I also try finetuning LLMs for 2D/3D Vision tasks.

Thank you for visiting my website. I look forward to sharing my work and ideas with you.

Education

M.Sc., Sun Yat-sen University, expected completion: 2026

B.Eng., Sun Yat-sen University, 2019-2023

selected publications

NeurIPS

CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition

Yuhang Wen, Mengyuan Liu^†, Songtao Wu, and Beichen Ding^†

In Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024

arXiv Bib Code Website

@inproceedings{wen2024chase,
  author = {Wen, Yuhang and Liu, Mengyuan and Wu, Songtao and Ding, Beichen},
  title = {CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition},
  booktitle = {Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS)},
  year = {2024},
}

TIP

Facial Prior Guided Micro-Expression Generation

Yi Zhang, Xinhua Xu, Youjun Zhao, Yuhang Wen, Zixuan Tang, and Mengyuan Liu^†

IEEE Transactions on Image Processing, 2024

Bib PDF Code

@article{zhang2024facial,
  author = {Zhang, Yi and Xu, Xinhua and Zhao, Youjun and Wen, Yuhang and Tang, Zixuan and Liu, Mengyuan},
  journal = {IEEE Transactions on Image Processing},
  title = {Facial Prior Guided Micro-Expression Generation},
  year = {2024},
  volume = {33},
  number = {},
  pages = {525-540},
  doi = {10.1109/TIP.2023.3345177},
  dimensions = {true},
}

Surfer: Progressive Reasoning with World Models for Robotic Manipulation

Pengzhen Ren^*, Kaidong Zhang^*, Hetao Zheng, Zixuan Li, Yuhang Wen, Fengda Zhu, Mas Ma, and Xiaodan Liang^†

2024

arXiv