Haotian Liu

Hi there, I am a computer science Ph.D. student at University of California, Davis, advised by Prof. Yong Jae Lee.

Before this, I obtained my bachler's degree (with honor) at Zhejiang University. I at that time researched under the supervision of Prof. Xiaogang Jin and Prof. Fei Wu.

Email  /  CV  /  GitHub  /  Google Scholar  /  LinkedIn


I am generally interested computer vision and machine learning, especially visual perception, understanding and generation, without or with little supervision. And I focus on building machines that understand the visual world the same way as humans do.

YolactEdge: Real-time Instance Segmentation on the Edge
Haotian Liu*, Rafael A. Rivera-Soto*, Fanyi Xiao, and Yong Jae Lee
IEEE International Conference on Robotics and Automation (ICRA), 2021
(*equal contribution)
[arXiv] [code] [YouTube] [Colab Notebook] [Colab Notebook (TensorRT)]

Identity from here, Pose from there: Self-supervised Disentanglement and Generation of Objects using Unlabeled Videos
Fanyi Xiao, Haotian Liu, Yong Jae Lee
Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2019

Operation strategy of public building: Implications from trade-off between carbon emission and occupant satisfaction.
Yimeng Chen, Haotian Liu, Lei Shi
Journal of Cleaner Production (JCLP), 205 (2018): 629-644