Matthew Zheng

Data Scientist, J.P. Morgan Chase

Joined

May 2024

Names

Matthew Zheng (Preferred)

Emails

****@vt.edu (Confirmed)

Personal Links

Career & Education History

Data Scientist

J.P. Morgan Chase (jpmchase.com)

2025 – Present

MS student

Virginia Polytechnic Institute and State University (vt.edu)

2024 – 2025

Advisors, Relations & Conflicts

MS Advisor

Present

Expertise

Generative AI

2024 – Present

Diffusion Models

2024 – Present

Text-to-Image Generation

2024 – Present

Publications

LoRAverse: A Submodular Framework to Retrieve Diverse Adapters for Diffusion Models
Mert Sonmezer, Matthew Zheng, Pinar Yanardag
- ICCV 2025
- Readers: Everyone
Personalized Image Editing in Text-to-Image Diffusion Models via Collaborative Direct Preference Optimization
Connor Dunlop, Matthew Zheng, Kavana Venkatesh, Pinar Yanardag
- NeurIPS 2025
- Readers: Everyone
Personalized Image Editing in Text-to-Image Diffusion Models via Collaborative Direct Preference Optimization
Connor Dunlop, Matthew Zheng, Kavana Venkatesh, Pinar Yanardag
- NeurIPS 2025 poster
- Readers: Everyone
Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models
Matthew Zheng, Enis Simsar, Hidir Yesiltepe, Federico Tombari, Joel Simon, Pinar Yanardag
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models
Matthew Zheng, Enis Simsar, Hidir Yesiltepe, Federico Tombari, Joel Simon, Pinar Yanardag Delul
- NeurIPS 2024
- Readers: Everyone

Co-Authors