Yi-Fan Zhang
Haidian District, Beijing, China
Summary
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RockstarYifan Zhang is an Associate Professor at the National Laboratory of Pattern Recognition (NLPR), Chinese Academy of Sciences, with a Ph.D. in Computer Science and a focus on computer vision, machine learning, and multimedia. He builds probabilistic models that combine prior knowledge and data to interpret human behavior and complex visual scenes, with recent work in activity and face recognition as well as video/image annotation. His background includes a postdoc at Rensselaer Polytechnic Institute and internships at I²R, and he has collaborated with industry research labs such as Microsoft Research Asia and Alibaba DAMO Academy. Based in Beijing, he blends academic rigor with practical research experience, often emphasizing structured probabilistic approaches that reveal latent semantics beyond standard deep-learning pipelines.
6 years of coding experience
Github Skills (77)
benchmark10
lmms10
generative10
deep-learning10
robustness10
adaptation10
optimization10
representation-learning10
openai-api10
causality10
multimodal10
video-understanding10
prompt10
generative-ai10
nlp10
Programming languages (3)
Github contributions (5)
yfzhang114/yfzhang114.github.io
Oct 2020 - Jan 2026
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:165 pushes in 5 years 3 months
templategithub-pages-templatemmistakesmistakesjekyll
yfzhang114/Generalization-Causality
Jun 2021 - Dec 2022
关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记
Contributions:73 commits, 1 PR, 88 pushes in 1 year 5 months
meta-learningrobustnessinformation-theorypromptnlp
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