Yuanhua Huang
Assistant Professor at The University of Hong Kong
Hong Kong, China
Summary
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Senior🎓
Top SchoolYuanhua Huang is an Assistant Professor and computational biologist with a decade of experience developing Bayesian and machine learning methods for noisy, high-dimensional single-cell genomics. He builds hierarchical Bayesian models, MCMC samplers and Gaussian-process approaches to tackle problems from allelic expression and clone assignment to splicing quantification in time-series and single-cell RNA-seq. His toolset spans Python, R and occasional C/C++ for performance-critical components, and he has released domain-specific packages such as DICEseq, BRIE and cardelino. Trained at Edinburgh and seasoned by research stints at EMBL-EBI and Harvard collaborators, he combines theoretical rigor with practical software engineering to translate statistical methods into reusable tools. A less obvious strength is his consistent focus on modeling experimental noise and design—turning messy biological data into robust inference about molecular regulation and mutation evolution.
10 years of coding experience
Doctor of Philosophy (Ph.D.), Informatics: machine learning and computational biology, Doctor of Philosophy (Ph.D.), Informatics: machine learning and computational biology at The University of EdinburghBachelor of Engineering (B.E.), Automation Engineer Technology/Technician, Bachelor of Engineering (B.E.), Automation Engineer Technology/Technician at Tsinghua University
Github Skills (64)
pytorch10
intrinsics10
3d-graphics10
geometry10
photogrammetry10
colmap10
computer-graphics10
homography10
structure-from-motion10
computer-vision10
stereo10
3d-reconstruction10
unreal-engine-59
appearance9
machine-learning9
Programming languages (6)
Github contributions (5)
HrsPythonix/nerfstudio
Nov 2022 - Aug 2023
A collaboration friendly studio for NeRFs
Contributions:158 pushes, 5 branches in 9 months
collaboration
HrsPythonix/gaussian-splatting
Jul 2023 - Nov 2023
Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"
Contributions:63 pushes, 3 branches in 4 months
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