I am a senior research scientist at Google. My research is on CV/ML, with particular interests in face, biometrics, out-of-distribution (OOD), domain adaptation/generalization, XAI, vision and language, mobile vision. I got my Ph.D. at Michigan State University, where I was fortunate to work with Prof. Xiaoming Liu at Computer Vision Lab (CVLAB). I got my M.S. from Ohio State Univeristy and B.E. from University of Electronic Science and Technology of China.
News
- [2023/02/27] Our paper “Rethinking Domain Generalization for Face Anti-spoofing: Separability and Alignment” is accepted by CVPR 2023. The code will be released soon!
- [2022/12/19] I’m proud to ship Google’s Face Unlock on Pixel 7 / Pixel 7 Pro.
- [2022/10/25] I’m selected as ECCV 2022 Outstanding Reviewer.
- [2022/10/03] One paper is accepted in BMVC 2022.
- [2022/07/27] I will serve as an Area Chair for BMVC 2022.
- [2022/07/10] Our paper “Adaptive Transformers for Robust Few-shot Cross-domain Face Anti-spoofing” is accepted by ECCV 2022 as poster paper. The code will be released soon!
- [2022/07/10] Our paper “Multi-domain Learning for Updating Face Anti-spoofing Models” is accepted by ECCV 2022 as oral paper. The code will be released soon!
- [2022/05/10] Our paper “Spoof Trace Disentanglement for Generic Face Anti-Spoofing” is accepted by TPAMI. The code will be released soon!
- [2021/06/18] I’m interviewed by IEEE Biometrics Council Newsletter [link].
- [2021/06/18] I’m selected as CVPR 2021 Outstanding Reviewer.
Research
Face De-Spoofing: Anti-Spoofing via Noise Modeling
Yaojie Liu*, Amin Jourabloo*, Xiaoming Liu
European Conference on Computer Vision (ECCV'18), 2018
[PDF][Poster][Code+Model]
Fast and Precise Face Alignment and 3D Shape Reconstruction from a Single 2D Image
Ruiqi Zhao, Yan Wang, C. Fabian Benitez-Quiroz, Yaojie Liu, Aleix M. Martinez
European Conference on Computer Vision Workshop (ECCVW'16), 2016
[PDF]
A Comparison of Image Inpainting Techniques
Yaojie Liu, Chang Shu
Sixth International Conference on Graphic and Image Processing (ICGIP 2014), 2014
[Link]
Dynamic Gesture Localization and Recognition Algorithm Based on Skeletonization
Yaojie Liu, Chang Shu, Zhizhong Fu
Electronic Science and Technology, 2014
[Link]
Personal
I do snowboarding since 2014 and Brazilian Jiu-jitsu since 2013.
I also love traveling, climbing, hiking and many other outdoor activities.
I cook hometown food when I’m homesick.
I have a 3-year-old-but-still-a-puppy beagle and her name is Bagel.
