Jong-June Jeon
6 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(6)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
synthetic data generation
(2)
missing data imputation
(2)
variational autoencoder
(2)
temporal modeling
(1)
probabilistic modeling
(1)
causal discovery
(1)
hypergraph learning
(1)
uncertainty quantification
(1)
multimodal learning
(1)
high-dimensional statistics
(1)
time series
(1)
l1 regularization
(1)
higher-order relations
(1)
high-dimensional linear model
(1)
data privacy
(1)
quantile estimation
(1)
multivariate time series
(1)
graphical model
(1)
structural equation model
(1)
tabular data
(1)
Papers
Impute Missing Entries with Uncertainty
AAAI 2026
Dynamic Higher-Order Relations and Event-Driven Temporal Modeling for Stock Price Forecasting
IJCAI 2025
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis
AAAI 2025
Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation
NeurIPS 2023
Geodesic Multi-Modal Mixup for Robust Fine-Tuning
NeurIPS 2023
Learning a High-dimensional Linear Structural Equation Model via l1-Regularized Regression
JMLR 2021