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, collaborating closely with Han Hu, Yue Cao and Zheng Zhang.

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

Recent News

[2022/11] One spotlight paper accepted by NeurIPS2022.
[2022/03] Two papers accepted by CVPR2022.
[2021/10] Our Swin Transformer won the Best Paper Award (Marr Prize) of ICCV 2021!
[2021/07] Two papers with one oral accepted by ICCV2021.
[2021/06] Our Video Swin Transformer achieves new SOTA on Kinetics-400 , Kinetics-600 and Something-Something V2 .
[2021/04] Code available for Group-Free 3D Object Detection via Transformers
[2021/04] Code and pretrained models for Swin Transformer (object detection , semantic segmentation) are released.
[2021/03] Our Swin Transformer achieves new SOTA on COCO detection and ADE20K semantic segmentation .
[2020/07] One paper accepted by ECCV2020.

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