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Sowon Jeong
PhD student, Booth School of Business, The University of Chicago
Joined
May 2022
Names
Sowon Jeong
(Preferred)
,
So Won Jeong
Emails
****@uchicago.edu
(Confirmed)
,
****@chicagobooth.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
PhD student
Booth School of Business,
The University of Chicago
(chicagobooth.edu)
2023
–
2028
MS student
Department of Statistics,
The University of Chicago
(uchicago.edu)
2021
–
2023
Undergrad student
Yonsei University
(yonsei.ac.kr)
2014
–
2019
Advisors, Relations & Conflicts
PhD Advisor
Veronika Rockova
2023
–
Present
PhD Advisor
Claire Donnat
2023
–
Present
MS Advisor
Claire Donnat
2021
–
2023
Expertise
Bayesian Statistics
2023
–
Present
Graph Neural Network
2021
–
Present
Machine Learning
2021
–
Present
Publications
Conditional Flow Matching for Bayesian Posterior Inference
Percy S. Zhai
,
Sowon Jeong
,
Veronika Rockova
AISTATS 2026 Poster
Readers:
Everyone
SpeedCP: Fast Kernel-based Conditional Conformal Prediction
Yeo Jin Jung
,
Yating Liu
,
Zixuan Wu
,
Sowon Jeong
,
Claire Donnat
Submitted to ICLR 2026
Readers:
Everyone
Filtering with Confidence: When Data Augmentation Meets Conformal Prediction
Zixuan Wu
,
Sowon Jeong
,
Yating Liu
,
Yeo Jin Jung
,
Claire Donnat
ICLR 2026 Conference Desk Rejected Submission
Readers:
Everyone
LOBSTUR: A Local Bootstrap Framework for Tuning Unsupervised Representations in Graph Neural Networks
Sowon Jeong
,
Claire Donnat
NPGML Poster
Readers:
Everyone
From Small to Large Language Models: Revisiting the Federalist Papers
Sowon Jeong
,
Veronika Rockova
OpenReview Archive Direct Upload
Readers:
Everyone
LOBSTUR: A Local Bootstrap Framework for Tuning Unsupervised Representations in Graph Neural Networks
Sowon Jeong
,
Claire Donnat
MLoG-GenAI@KDD Poster
Readers:
Everyone
LOBSTUR: A Local Bootstrap Framework for Tuning Unsupervised Representations in Graph Neural Networks
Sowon Jeong
,
Claire Donnat
CoRR 2025
Readers:
Everyone
GNUMAP: A Parameter-Free Approach to Unsupervised Dimensionality Reduction via Graph Neural Networks
Jihee You
,
Sowon Jeong
,
Claire Donnat
CoRR 2024
Readers:
Everyone
Studying the Effect of GNN Spatial Convolutions On The Embedding Space's Geometry
Claire Donnat
,
So Won Jeong
Published: 08 May 2023, Last Modified: 26 Jun 2023
UAI 2023
Readers:
Everyone
Studying the Effect of GNN Spatial Convolutions On The Embedding Space's Geometry
Claire Donnat
,
Sowon Jeong
UAI 2023
Readers:
Everyone
Co-Authors
Claire Donnat
Jihee You
Percy S. Zhai
Veronika Rockova
Yating Liu
Yeo Jin Jung
Zixuan Wu