Young-geun Kim
4 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Architectures
(3)
Machine Learning
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Healthcare & Medicine
(1)
Analysis
(1)
Application Areas
(1)
Clinical
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
wasserstein distance
(1)
functional connectivity
(1)
representation learning
(1)
adversarial robustness
(1)
anomaly detection
(1)
graph learning
(1)
data augmentation
(1)
model interpretability
(1)
excess risk
(1)
reconstruction error
(1)
lipschitz continuity
(1)
latent representation
(1)
posterior collapse
(1)
smoothness constraint
(1)
psychiatric disorder
(1)
kernel methods
(1)
graph neural network
(1)
mixup method
(1)
kernel convolution
(1)
gradient-weighted class activation mapping
(1)
Papers
A Novel GNN Framework Integrating Neuroimaging and Behavioral Information to Understand Adolescent Psychiatric Disorders
MIDL 2025
Covariate-informed Representation Learning to Prevent Posterior Collapse of iVAE
AISTATS 2023
Kernel-convoluted Deep Neural Networks with Data Augmentation
AAAI 2021
Lipschitz Continuous Autoencoders in Application to Anomaly Detection
AISTATS 2020