Jinfa Huang
Student Researcher at Google
City of Rochester, New York, United States
Summary
🤩
Rockstar🎓
Top SchoolJinfa Huang is a PhD student researcher based in Rochester with seven years of experience building multimodal vision-and-language systems that ground, reason, and assist human decision-making. He has applied research experience across top labs—Google Research (working on RL-based post-training and video understanding), ByteDance, Amazon, and Tencent Games—focusing on multimodal large language models, video-language alignment, generative models, and multimodal agents. Jinfa’s recent work spans reward-modeling for generative image and video models and personalized video generation, demonstrating a rare blend of foundational research and product-oriented applied science. Trained at Peking University and currently pursuing a PhD at the University of Rochester, he pairs strong academic rigor with industry-scale experimentation. Notably, his trajectory shows early experience applying BERT-based NLP for game sentiment and information extraction, reflecting a long-standing interest in human-centered ML. He brings practical depth in vision & language research and a clear drive to translate multimodal models into interactive, decision-supporting agents.
7 years of coding experience
1 year of employment as a software developer
Master of Philosophy - MPhil, Computer Science, Master of Philosophy - MPhil, Computer Science at Peking UniversityDoctor of Philosophy - PhD, vision and language, Doctor of Philosophy - PhD, vision and language at University of RochesterBachelor's degree, Computer Software Engineering, Bachelor's degree, Computer Software Engineering at University of Electronic Science and Technology of China
Github Skills (14)
text-to-image10
survey10
beamer9
point-cloud9
large-language-models9
multimodal8
computer-vision8
diffusion-models7
deep-learning7
acceleration6
benchmark6
evaluation6
image-generation5
image-processing1
Programming languages (2)
Github contributions (5)
inFaaa/PKU-Beamer-Theme
Nov 2020 - Oct 2022
A Beamer Theme of PKU for academic report, thesis and talk.
Contributions:21 commits, 16 pushes, 3 comments in 1 year 11 months
beamer-themepkureportbeamerthesis
AI-in-Health/MedLLMsPracticalGuide
Nov 2023 - Mar 2025
[Nature Reviews Bioengineering🔥] Application of Large Language Models in Medicine. A curated list of practical guide resources of Medical LLMs (Medical LLMs Tree, Tables, and Papers)
Contributions:10 PRs, 107 pushes, 9 comments in 1 year 3 months
ai-in-medicineclinical-ailarge-language-modelsmedical-large-language-modelssurvey
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