Ze Liu (刘泽)

Ze Liu is currently a 4th-year PhD candidate in University of Science and Technology of China(USTC) and Microsoft Research Asia(MSRA) , under the co-supervision of Prof. Baining Guo and Prof. Yong Wang . He received the B.S. degree from USTC in 2019 and won the Guo Moruo Scholarship with highest honors.

Currently, he is working as a research intern at Visual Computing Group in MSRA, working closely with Han Hu, Yue Cao and Zheng Zhang.

His work of Swin Transformer won the Best Paper Award (Marr Prize) of ICCV 2021.

Email  /  CV  /  Google Scholar  /  Github

profile photo

Recent News

Research Experience
  • [2019/08 ~ Present]     Research Intern, Microsoft Research Asia (Mentor: Han Hu).
  • [2018/08 ~ 2019/08]   Research Intern, Microsoft Research Asia (Mentor: Jifeng Dai ).


Selected Publications (* indicates equal contribution)

Could Giant Pretrained Image Models Extract Universal Representations?
Yutong Lin*, Ze Liu*, Zheng Zhang, Han Hu, Nanning Zheng, Stephen Lin, Yue Cao
Neural Information Processing Systems (NeurIPS), 2022 (Spotlight)
paper

Swin Transformer V2: Scaling Up Capacity and Resolution
Ze Liu*, Han Hu*, Yutong Lin, Zhuliang Yao, Zhenda Xie, Yixuan Wei, Jia Ning, Yue Cao, Zheng Zhang, Li Dong, Furu Wei, Baining Guo
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
paper / code
Star

Video Swin Transformer
Ze Liu*, Jia Ning*, Yue Cao, Yixuan Wei, Zheng Zhang, Stephen Lin, Han Hu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
paper / code
Star

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
Ze Liu*, Yutong Lin*, Yue Cao*, Han Hu*, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo
International Conference on Computer Vision(ICCV), 2021
Best Paper Award (Marr Prize)!

paper / code
Star

Group-Free 3D Object Detection via Transformers
Ze Liu, Zheng Zhang, Yue Cao, Han Hu, Xin Tong
International Conference on Computer Vision(ICCV), 2021
paper / code
Star

A Closer Look at Local Aggregation Operators in Point Cloud Analysis
Ze Liu*, Han Hu*, Yue Cao, Zheng Zhang, Xin Tong
European Conference on Computer Vision(ECCV), 2020
paper / code
Star


Selected Honors
  • [2022] Microsoft Research Asia Fellowship.
  • [2021] ICCV Best Paper Award (Marr Prize).
  • [2021] China National Scholarship (国家奖学金).
  • [2021] World Artificial Intelligence Conference Youth Outstanding Paper Award.
  • [2019] Guo Moruo Scholarship (郭沫若奖学金, The highest honor in USTC , 33 graduates per year).
  • [2019] Outstanding graduates.
  • [2017] China National Scholarship (国家奖学金).
  • [2017] CAS Scholarship (中科院奖学金).
  • [2017] First Prize, National Undergraduate Electronics Design Contest.
  • [2016] First Prize, Outstanding Student Scholarship of USTC.
  • [2015, 2016, 2017] First Prize, Talent Program Scholarship of USTC.


Modified from Jon Barron