Suhao Yu | University of Pennsylvania

About Me

I am DATS Master student at the University of Pennsylvania (UPenn), and I received CS bachelor degree in Tongji University. I am currently supervised by Jiatao Gu. Fortunately, I work as a research intern in the VLAA lab at the University of California, Santa Cruz, supervised by Yuyin Zhou and Juncheng Wu. My research interests lie in computer vision and multi-modal large language models! I also work as Deputy Technical Director in a startup FingerDance.

Research Interests

VLM : Unified Multi-model Model
Agentic AI: Self-Envolving Agent, GUI Agent

News

🏆 [Dec. 2025] I win the Discover Award of Penn Wharton Innovation Fund!
🚀 [Nov. 2025] I join GMLR, the destination is star!
🎓 [Aug. 2025] I start my master in University of Pennsylvania! Let’s go quakers!
📄 [June. 2025] We release MedFrameQA, a multiple image medical VQA benchmark to evaluate LLMs’ clinical reasoning capabilities.

Publications

preprint

🖼️Entropy-based Patchification Creates Semantic Tokens

Suhao Yu, Jingjia Peng, Yao Tang, Jiatao Gu

preprint

🏥A Decade of Deep Learning-based Biomedical Image Segmentation

Suhao Yu*, Haojin Wang*, Ningsen Wang*, Sicheng Chen*, Juncheng Wu, Zhenlong Yuan, Tianhao Qi, Zongwei Zhou, Fei Xia, Jun Ma, and Yuyin Zhou

preprint

🏥MedFrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning

Suhao Yu*, Haojin Wang*, Juncheng Wu*, Cihang Xie, Yuyin Zhou

PDF Code Project Page

Industry Experience

FingerDance

Deputy Technical Director, 2024 - Present

AI-powered Sign Language Translation Startup