Yuhui Hong
Postdoctoral Fellow at University of Washington
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolYuhui Hong is a Postdoctoral Fellow at the Noble Lab, University of Washington, specializing in computational proteomics and mass spectrometry with eight years of research experience. She earned a Ph.D. in Computer Science from Indiana University Bloomington, where she developed deep learning and machine learning methods tailored to analytical chemistry problems, especially small-molecule mass spectrometry. Her work bridges algorithm development and experimental proteomics, applying ML to improve identification and interpretation of complex spectra. Based in Seattle, she combines a strong academic background with hands-on research roles across institutions in the US and China, bringing a global perspective to computational biology. Colleagues note her knack for translating domain-specific chemical insight into practical, reproducible software solutions.
8 years of coding experience
1 year of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Indiana University BloomingtonBachelor of Engineering - BE, Computer Science, Bachelor of Engineering - BE, Computer Science at Xidian University
Github Skills (63)
loss-functions10
mass-spectrometry10
sequencing10
googlenet9
bioinformatics9
resnet9
computational-biology8
computer-vision8
deep-learning8
sirius8
machine-learning8
pytorch8
molecule8
ms-data7
diffusion-models7
Programming languages (5)
Github contributions (5)
josiehong/josiehong.github.io
Sep 2018 - Jun 2026
Contributions:176 pushes, 1 branch in 7 years 10 months
josiehong/awesome-smallmol-massspec-ml
Mar 2023 - Apr 2026
Awesome papers and codes list of small molecule mass spectrometry-related machine learning methods
Contributions:1 review, 3 PRs, 56 pushes in 3 years 1 month
machine-learningpaper-listanalytical-chemistrydeep-learningsmall-molecules
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