I am a Senior Research Scientist at NVIDIA Research working with Prof. Song Han.
I am also a visiting researcher at MIT HAN Lab.
I was a Principal Researcher and Research Lead (in Generative AI) at Huawei Noah's Ark Lab (Hong Kong).
I obtained my Ph.D. degree from the Department of Computer Science, The University of Hong Kong in 2022.
My advisor is Prof. Ping Luo and my co-advisor is Prof. Wenping Wang.
I also work very closely with my friend Wenhai Wang.
I was fortunate to work with
Prof. Chunhua Shen (UofAdelaide),
Prof. Anima Anandkumar (CalTech),
and Prof. Sanja Fidler (UofT).
During my PhD study, I collaborated with several researchers in industry e.g. Facebook and NVIDIA.
My research interest is solving challenging problems in generative AI, computer vision and deep learning.
I developed a few well-known computer vision algorithms including:
- PolarMask (Rank 10 in CVPR 2020 Top-10 Influential Papers).
- PVT (Rank 2 in ICCV 2021 Top-10 Influential Papers).
- SegFormer (Rank 3 in NeurIPS 2021 Top-10 Influential Papers).
- BEVFormer (Rank 6 in ECCV 2022 Top-10 Influential Papers).
- [2025.02] Co-authored book《计算机视觉十讲》 (Ten Lectures on Computer Vision) has been published!
- [2025.01] 5 papers accepted to ICLR 2025 (1 Oral, 1 Spotlight).
- [2024.12] Serve as Area Chair for ICCV 2025 and Guest Editor for Pattern Recognition.
- [2024.08] 1 paper accepted to Nature Communications Engineering. (The first time submitted a paper to Nature and got accepted!)
- [2024.07] 3 paper accepted to ECCV, 1x RA-L and 1x TMLR.
- [2024.04] Back to NVIDIA Research! Join the Efficient AI team.
- [2024.01] 6 papers accepted to ICLR 2023 (1 Oral, 1 Spotlight) and 1 paper accepted to CVPR 2024.
- [2023.11] 1 survey paper accepted to TPAMI.
- [2023.09] 4 papers accepted to NeurIPS 2023.
- [2023.07] 5 papers accepted to ICCV 2023 (2 Oral) and 1 paper accepted to TPAMI.
- [2023.05] 1 paper accepted to ACL 2023.
- [2022.08] Obtained my Ph.D. degree from HKU and join Huawei Noah's Ark Lab.
- [2019.10] Join HKU MMLab as a PhD student and play computer vision.
NVIDIA DLSS: Supreme Speed, Superior Visuals, Powered by AI
NVIDIA Cosmos: A World Foundation Model Platform for Physical AI
SegFormer: Robust Perception with Vision Transformer
Understanding The Robustness in Vision Transformers
Daquan Zhou, Zhiding Yu, Enze Xie, Chaowei Xiao, Anima Anandkumar, Jiashi Feng, Jose M. Alvarez
ICML 2021 (Spotlight)
arXiv Code NVIDIA Demo
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
Enze Xie, Wenhai Wang, Zhiding Yu, Anima Anandkuma, Jose M. Alvarez, Ping Luo
NeurIPS 2021 (NeurIPS 2021 Top-10 Influential Papers)
arXiv Code NVIDIA Demo
| Area Chair for ICCV 2025 |
| Guest Editor for Pattern Recognition |
| Organizer for T4V: Transformers for Vision Workshop at CVPR 2022 |
| Journal Reviewer for TPAMI, IJCV, RA-L, T-MM |
| Conference Reviewer for ICML, NeurIPS, CVPR, ICCV, ECCV, IROS, IJCAI, AAAI, WACV, ACCV |
| SPC for IJCAI21,22 |
| KAUST AI Rising Star Award | 2025 |
| WAIC Rising Star Award (15 awardees globally each year) | 2024 |
| Top 2% Scientists Worldwide 2023 by Stanford University | 2023 |
| WAIC Youth Outstanding Paper (10 papers selected) | 2023 |
| Most Popular Speakers in TechBeat 2022 | 2022 |
| NVIDIA Graduate Fellowship Finalist Award (The first candidate from Chinese University in 21 years) | 2022 |
| NeurIPS 2021 Outstanding Reviewer Award (top 8% of reviewers) | 2021 |
| Hong Kong and China Gas Company Limited Postgraduate Prize | 2021 |
| Rank 1 in National Artificial Intelligence Competition - Remote Sensing Segmentation (bonus 1,000,000 RMB) | 2020 |
| Rank 1 in Google Open Images 2019 - Instance Segmentation | 2019 |
| Rank 1 in ICDAR 2019 Arbitrary-Shaped Text Detection | 2019 |
| Rank 2 in ICDAR 2019 Large-scale Street View Text Detection | 2019 |
| Outstanding Master Thesis Award, Tongji University | 2019 |
