Yunfei Liu
PhD candidate
Email : lyunfei[at]buaa[dot]edu[dot]cn
I am a computer science Ph.D student at the Beihang University and supervised by Feng Lu .

(Personal Home Page)

Before I came to Beihang, I was an intern at DJI.
I got my B.Sc. degree at School of Computer Science and Technology at BIT.


  • Jul, 2020: One ECCV paper has been accepted.
  • Jul, 2020: The Training code and dataset of our USI3D has been released.
  • Mar, 2020: One CVPR paper has been accepted.
  • Dec, 2019: Dataset of our PBRR has been released. Download from here.
  • Nov, 2019: One AAAI paper has been accepted (Oral:306/8800).
  • Nov, 2019: We are the winner of ICCV Workshop on PBDL.
  • May, 2019: One ACM MM paper has been accepted.
  • Nov, 2017: Come to Beihang University for Ph.D career.


Reflection Backdoor: A Natural Backdoor Attack on Deep Neural Networks
Yunfei Liu, Xingjun Ma, James Bailey, and Feng Lu
The 2020 European Conference on Computer Vision (ECCV), 2020
[PDF] [Project]
Unsupervised Learning for Intrinsic Image Decomposition from a Single Image
Yunfei Liu, Yu Li, Shaodi You, and Feng Lu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[PDF] [Project]
PBRR: Physically Based Raindrop Rendering
Yunfei Liu, Zhixiang Hao, Shadi You, Yu Li, Feng Lu
Separate in Latent Space: Unsupervised Single Image Layer Separation
Yunfei Liu, Feng Lu
the Association for the Advance of Artificial Intelligence (AAAI), 2020,[oral]
What I See Is What You See: Joint Attention Learning for First and Third Person Video Co-analysis
Huangyue Yu, Minjie Cai, Yunfei Liu, Feng Lu
ACM Multimedia (ACM MM), 2019

Professional activities









    ACM MM


  • Winner of Hyperspectral City Challenge 1.0, on ICCV Workshop Rank: 1
  • CADC competition, first prize, Rank: 6/70.

Last Updated on Jan, 2020

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