Ching Choi
PHD Student at MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)
Cambridge, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolChing Choi is an MIT EECS PhD student based at CSAIL, co-supervised by Phillip Isola, Antonio Torralba, and Stefanie Jegelka, researching robustness, causal reasoning, and the epistemology of machine learning. With nine years of research experience spanning top labs—Max Planck, Mila, Stanford SAIL, and TUM—she brings deep expertise in robust ML and scene/structural understanding. Her internships at NVIDIA and contributions to labs like Belongie’s and Brendel’s groups reflect a balance of applied systems work and theoretical inquiry. Ching’s trajectory shows a pattern of short, high-impact collaborations across global AI hubs, and she’s particularly focused on how models reason under distributional shift. Praised for bridging empirical rigor with foundational questions, she often explores robustness through both causal lenses and epistemic frameworks.
9 years of coding experience
The Chinese University of Hong Kong (CUHK)Doctor of Philosophy - PhD, EECS, Doctor of Philosophy - PhD, EECS at Massachusetts Institute of TechnologyHKU Academy for the TalentedSciences domain, Sciences domain at Hong Kong Academy for Gifted EducationSecondary School Diploma, Secondary School Diploma at Diocesan Girls' School
Stackoverflow
2,318reputation
248kreached
62answers
7questions
pytorch
top-5%
python
top-5%
Github Skills (91)
ode10
datasets10
pde10
torchvision10
computer-vision10
ordinary-differential-equations10
scientific-machine-learning10
differential-equations10
stochastic-differential-equations9
python9
simulation9
pytorch9
machine-learning9
dde9
partial-differential-equations9
Programming languages (9)
Github contributions (5)
chinglamchoi/Corona-Net
Apr 2020 - Oct 2021
Contributions:57 commits, 60 pushes, 1 branch in 1 year 6 months
chinglamchoi/cchoi2
Mar 2021 - Jan 2024
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:186 pushes in 2 years 10 months
templategithub-pages-templatemmistakesmistakesjekyll
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