Yonghui Fan

Researcher, Amazon Inc.

Joined

February 2019

Names

Yonghui Fan

Emails

****@asu.edu (Confirmed)

****@parc.com (Confirmed)

****@hotmail.com (Confirmed)

****@sri.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Amazon Inc. (amazon.com)

2024 – Present

Researcher

SRI International (sri.com)

2021 – 2024

PhD

Arizona State University (asu.edu)

2016 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Yalin Wang

2016 – 2021

Expertise

Vision-language multimodality

2022 – Present

one/few-shot learning

2022 – Present

computational geometry

high-dimensional Romanian space

2016 – Present

Computer vision

machine learning

deep learning

2003 – Present

Publications

Geometry-Aware Hierarchical Bayesian Learning on Manifolds
Yonghui Fan, Yalin Wang
- 09 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Geometry-Aware Hierarchical Bayesian Learning on Manifolds
Yonghui Fan, Yalin Wang
- 2022 (modified: 16 Nov 2022)
- WACV 2022
- Readers: Everyone
Tetrahedral spectral feature-Based bayesian manifold learning for grey matter morphometry: Findings from the Alzheimer's disease neuroimaging initiative
Yonghui Fan, Gang Wang, Qunxi Dong, Yuxiang Liu, Natasha Leporé, Yalin Wang
- 2021 (modified: 16 Nov 2022)
- Medical Image Anal. 2021
- Readers: Everyone
Tetrahedral spectral feature-Based bayesian manifold learning for grey matter morphometry: Findings from the Alzheimer's disease neuroimaging initiative
Yonghui Fan, Gang Wang, Qunxi Dong, Yuxiang Liu, Natasha Leporé, Yalin Wang
- 2021 (modified: 16 Nov 2022)
- Medical Image Anal. 2021
- Readers: Everyone
Geometry-Aware Hierarchical Bayesian Learning on Manifolds
Yonghui Fan, Yalin Wang
- 2021 (modified: 16 Nov 2022)
- CoRR 2021
- Readers: Everyone
Cortical thickness computation by solving tetrahedron-based harmonic field
De-Qing Kong, Yonghui Fan, Jinguang Hao, Xiaofeng Zhang, Qingtang Su, Tao Yao, Caiming Zhang, Liang Xiao, Gang Wang
- 2020 (modified: 16 Nov 2022)
- Comput. Biol. Medicine 2020
- Readers: Everyone
Convolutional Bayesian Models for Anatomical Landmarking on Multi-dimensional Shapes
Yonghui Fan, Yalin Wang
- 2020 (modified: 16 Nov 2022)
- MICCAI (4) 2020
- Readers: Everyone
Computing Univariate Neurodegenerative Biomarkers with Volumetric Optimal Transportation: A Pilot Study
Yanshuai Tu, Liang Mi, Wen Zhang, Haomeng Zhang, Junwei Zhang, Yonghui Fan, Dhruman Goradia, Kewei Chen, Richard J. Caselli, Eric M. Reiman, Xianfeng Gu, Yalin Wang
- 2020 (modified: 16 Nov 2022)
- Neuroinformatics 2020
- Readers: Everyone
A Tetrahedron-Based Heat Flux Signature for Cortical Thickness Morphometry Analysis
Yonghui Fan, Gang Wang, Natasha Leporé, Yalin Wang
- 2018 (modified: 16 Nov 2022)
- MICCAI (3) 2018
- Readers: Everyone
Empowering cortical thickness measures in clinical diagnosis of Alzheimer's disease with spherical sparse coding
Jie Zhang, Yonghui Fan, Qingyang Li, Paul M. Thompson, Jieping Ye, Yalin Wang
- 2017 (modified: 16 Nov 2022)
- ISBI 2017
- Readers: Everyone

View all 11 publications

Co-Authors

View all 32 co-authors