Scholar
Enze Xie
Google Scholar ID: 42MVVPgAAAAJ
NVIDIA Research, MMLab@HKU
Citations & Impact
Citations
29,510
H-index
51
i10-index
76
Publications
20
Co-authors
15
list available
Publications
Resume (English only)
Academic Achievements
- Developed influential computer vision algorithms: PolarMask (Rank 10, CVPR 2020 Top-10), PVT (Rank 2, ICCV 2021), SegFormer (Rank 3, NeurIPS 2021), BEVFormer (Rank 6, ECCV 2022)
- 2025: 1 paper accepted to ICML, 3 to ICCV; co-authored book 'Ten Lectures on Computer Vision' published; 5 papers accepted to ICLR (1 Oral, 1 Spotlight)
- 2024: Serving as Area Chair for ICCV 2025 and Guest Editor for Pattern Recognition; 1 paper accepted to Nature Communications Engineering; 3 papers accepted to ECCV, plus 1 RA-L and 1 TMLR; 6 papers accepted to ICLR 2023 (1 Oral, 1 Spotlight), 1 to CVPR 2024
- 2023: 1 survey accepted to TPAMI; 4 papers to NeurIPS; 5 to ICCV (2 Oral) and 1 to TPAMI; 1 to ACL
- Key publications include the SANA series (ICLR 2025 Oral, ICML 2025, ICCV 2025) and PIXART-Σ (ECCV 2024)
Research Experience
- Staff Research Scientist at NVIDIA Research (Boston), working with Prof. Song Han
- Visiting researcher at MIT HAN Lab
- Former Principal Researcher and Research Lead (Generative AI) at Huawei Noah's Ark Lab (Hong Kong)
- Collaborated with industry researchers from Facebook and NVIDIA during PhD
- Worked closely with Prof. Chunhua Shen (UofAdelaide), Prof. Anima Anandkumar (CalTech), and Prof. Sanja Fidler (UofT)
- Closely collaborates with Wenhai Wang
- Research on SANA contributes to NVIDIA’s flagship generative AI projects DLSS and Cosmos
- SegFormer significantly improved robustness in real-world autonomous driving
