Suhao Yu

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 generative model, unified model and multimodal reasoning! I also work as Deputy Technical Director in a startup FingerDance.

Research Interests

• VLM : Unified Multi-model Model, Multimodal Reasoning
• LLM: Latent Reasoning
• Generative Model: Normalizing Flow and Diffusion

News

• 🎉 [Aug. 2026] Our paper MedFrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning has been accepted by EMNLP 2026 Main Conference!
• 🎉 [July. 2026] Our paper Latent Reasoning with Normalizing Flows has been accepted by COLM 2026 Workshop on Efficient Reasoning, see you in SF!
• 📄 [Jun. 2026] We release Latent Reasoning with Normalizing Flows!
• 📄 [May. 2026] We release Learning When to Think While Listening in Large Audio-Language Models!
• 📄 [Apr. 2026] We release A Decade of Deep Learning-based Biomedical Image Segmentation!
• 🎉 [Apr. 2026] Our paper Entropy-based Patchification Creates Semantic Tokens has been accepted by CVPR VisCon 2026 workshop!
• 🏆 [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

Industry Experience

FingerDance

Deputy Technical Director, 2024 - Present

AI-powered Sign Language Translation Startup

Services

• Reviewer, ACL Rolling Review (ARR), May 2026

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