Scholar
Huijie Zhang
Google Scholar ID: W9Mplc4AAAAJ
Graduate Student, University of Michigan, Ann Arbor
Citations & Impact
Citations
271
H-index
7
i10-index
7
Publications
11
Co-authors
14
list available
Contact
Publications
Resume (English only)
Academic Achievements
- - 'Shallow Diffuse: Robust and Invisible Watermarking through Low-Dimensional Subspaces in Diffusion Models' was accepted by NeurIPS 2025 and selected as Spotlight (top 3.2%);
- - 'Model Collapse from MtoG Perspective' was accepted by NeurIPS 2025 and selected as Spotlight (top 3.2%);
- - Published papers such as 'AlphaFlow: Understanding and Improving MeanFlow Models'.
Research Experience
- - Research Intern at Snap Inc., Creative Vision Team, Supervisors: Ivan Skorokhodov, Aliaksandr Siarohin, and Sergey Tulyakov.
Education
- - University of Michigan, Ann Arbor, Ph.D. student, Advisor: Prof. Qing Qu;
- - University of Michigan, Ann Arbor, Master's degree, Advisor: Prof. Chad Jenkins;
- - Huazhong University of Science and Technology, Bachelor's degree, Advisor: Prof. Zhigang Wu.
Background
- Research Interests: Generative models, with a particular focus on developing a rigorous theoretical understanding of diffusion models and leveraging these insights to drive practical advancements. Professional Field: Mechanical Engineering, Electrical and Computer Engineering.
Miscellany
- Google Scholar / Github
