Hi there!
I'm Jihyeon Je.

Welcome to my personal blog. Scroll down to read more.

In case you're intertesed in knowing more about me...

I am a second year Computer Science Ph.D. student at Stanford University, advised by Prof. Leo Guibas. I received my Bachelor's degree in Biomedical Engineering, Electrical/Computer Engineering, and Computer Science from Duke University. I am interested in extracting hidden geometric structures that underlie complex data, particularly at the intersection of computer graphics, geometry/structure processing, and content creation. Previously, I have had the privilege of closely working with Kyle Lafata at Duke, Zachary Kaplan at Schrödinger, and Beth Cimini at the Imaging Platform of the Broad Institute of MIT and Harvard. I was also fortunate enough to have worked with Minhyuk Sung and his Geometric AI group at KAIST. I am a proud alumni of Wolfram Summer School.

In my free time, I like to read, run, explore good restaurants, and rewatch Gilmore Girls. I also love playing video games (I like to think it's part of my research).


You can get in touch with me using one of the following methods:



Read more about my work


Selected works



Selected Publications
SIGGRAPH ASIA 2024
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Robust Symmetry Detection via Riemannian Langevin Dynamics

Jihyeon Je*, Jiayi Liu*, Guandao Yang*, Boyang Deng*, Shengqu Cai, Gordon Wetzstein, Or Litany, Leonidas Guibas

Connecting Langevin dynamics with Meanshift for more robust symmetry detection on 2D and 3D shapes

Medical Physics 2024
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Radiomics on spatial-temporal manifolds via Fokker-Planck dynamics

Jack Stevens, Breylon Riley, Jihyeon Je, Yuan Gao, Chunahao Wang, Yvonne Mowery, David Brizel, Fang-Fang Yin, Jian-Guo Liu, Kyle Lafata

Time-series image modeling for sparse inputs to track radiomic evolution of oropharyngeal cancer in CT / MRI scans.

Preprint
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CDeep3M–preview: Online segmentation using the deep neural network model zoo

Mathias Haberl, Willy Wong, Sean Penticoff, Jihyeon Je, Matthew Madany, Adrian Borchardt, Daniela Boasa, Steven Peltier, Mark Ellisman

Prerained modelzoo and user interface for bioimage segmentation