Yumeng Liu (刘雨萌)
Ph.D. Candidate @ HKU


Department of Computer Science
The University of Hong Kong (HKU)

The University of Hong Kong
Pokfulam Road, Hong Kong

Email: lym29 AT connect.hku.hk

Biography

I am a Ph.D candidate in Computer Science at the University of Hong Kong. During my PhD studies, I was grateful to be supervised by Prof. Wenping Wang and Prof. Taku Komura. I also had the opportunity to collaborate closely with Prof. Yuexin Ma and work under her guidance in 4DVLab at ShanghaiTech University. Prior to this, I received a B.Sc. degree from School of the Gifted Young, the University of Science and Technology of China with the speciality of Computational Mathematics.

Research interests

I am interested in applying human knowledge to robotic manipulation. This includes understanding how humans interact with their environments and adapting these skills to enhance robotic tasks.

Publications




EasyHOI: Unleashing the Power of Large Models for Reconstructing Hand-Object Interactions in the Wild
Yumeng Liu, Xiaoxiao Long, Zemin Yang, Yuan Liu, Marc Habermann, Christian Theobalt, Yuexin Ma, Wenping Wang
[Code] [Arxiv]
A Potential Field Method for Tooth Motion Planning in Orthodontic Treatment
Yumeng Liu, Yuexin Ma, Lei Yang, Congyi Zhang, Guangshun Wei, Runnan Chen, Min Gu, Jia Pan, Zhengbao Yang, Taku Komura, Shiqing Xin, Yuanfeng Zhou, Changhe Tu, Wenping Wang
In submission.
Realdex: Towards human-like grasping for robotic dexterous hand
Yumeng Liu*, Yaxun Yang*, Youzhuo Wang*, Xiaofei Wu, Jiamin Wang, Yichen Yao, Sören Schwertfeger, Sibei Yang, Wenping Wang, Jingyi Yu, Xuming He, Yuexin Ma
International Joint Conference on Artificial Intelligence(IJCAI), 2024
[Code] [Database] [DOI]
Tanet: Towards fully automatic tooth arrangement
Guodong Wei, Zhiming Cui, Yumeng Liu, Nenglun Chen, Runnan Chen, Guiqing Li, Wenping Wang
European Conference on Computer Vision (ECCV), 481-497, 2020.
[DOI]