ICLR 2027under review
JIVE: Jacobian-Informed Volume Expansion for Diverse Generative Sampling
Guangxun Zhang*, Brian Cai*, Boxuan Zhang, Chao Chen, Ruixiang Tang
Submitted to ICLR 2027
arXiv* equal contribution
Mathematics & Computer Science · New York University
Guangxun Zhang
I am a senior at NYU (expected May 2027) studying Honors Mathematics and Computer Science. My research mainly focuses on generative modeling and representation learning. I am currently a research intern in the VISIONx lab at NYU, led by Prof. Saining Xie. Previously, I was a visiting research intern at Rutgers University, supervised by Prof. Ruixiang Tang, and a research student in the NYU SURE program, supervised by Prof. Wenzheng Shi.
Open to PhD positions starting in 2027
If you are interested in working with me, please feel free to contact me.
Fig. 1
Sampling this portrait with conditional flow matching
c = “photos taken in Thailand”
News
- Presented our work at the NYU Summer Undergraduate Research Experience (SURE) program.
- Our JIVE paper is available as an arXiv preprint and has been submitted to ICLR 2027.
- Stable Mean Flow was selected as a Highlight at CVPR 2026 (top 2.8% of submissions).
- Received the NYU Computer Science Prize for Academic Excellence.
- Contact-Anchored Policies accepted to Robotics: Science and Systems 2026.
Publications
Preprints
Selected Publications
CVPR 2026Highlight
Stable Mean Flow: Lyapunov-Inspired One-Step Flow Matching
Guangxun Zhang, Mason Haberle, Davi Geiger
CVPR 2026 · Highlight, top 2.8% of all submissions
RSS 2026
Contact-Anchored Policies: Contact Conditioning Creates Strong Robot Utility Models
Zichen Jeff Cui, Omar Rayyan, Haritheja Etukuru, … Guangxun Zhang, … Lerrel Pinto, Nur Muhammad Mahi Shafiullah
Robotics: Science and Systems 2026
NTCI 2025
Multi-Scale Pyramid Feature Integration and Style-Mixing Contrastive Analysis for Robust Invasive Ductal Carcinoma Detection
Guangxun Zhang, Xiaomei Wang
NTCI 2025
Awards & Funding
- Computer Science Prize for Academic Excellence2025–2026Awarded to one student per year by the NYU Department of Computer Science.
- Presidential Honors Scholar2024, 2025, 2026Top 10% of the entering first-year class.
- Summer Undergraduate Research Experience Grant ($4,400)2026One of 7 students annually in a competitive interdisciplinary mathematics research program.
- Dean's Undergraduate Research Fund Grant ($2,000)2025For demonstrating the skills required to conduct an independent research project.
Service
- Reviewer, International Conference on Learning Representations (ICLR)2027
Travel
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