HyunGyu Lee
10 papers · 2020–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (5) π§ Keyword Pioneer π Conference Polyglot (6) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π₯
Unstoppable
(6)
π
Century Club
(10)
Conferences
ICLR (3)
JMLR (2)
AAAI (1)
CVPR (1)
ICCV (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
image restoration
(2)
under-display camera
(2)
adversarial training
(2)
image degradation
(2)
anomaly detection
(1)
data augmentation
(1)
face recognition
(1)
test-time adaptation
(1)
video restoration
(1)
label smoothing
(1)
distribution shift
(1)
deep learning model
(1)
multivariate time series
(1)
image quality assessment
(1)
adversarial imitation learning
(1)
adversarial example
(1)
multi-domain learning
(1)
robust generalization
(1)
negative transfer
(1)
feature manifold
(1)
Papers
CANDI: Curated Test-Time Adaptation for Multivariate Time-Series Anomaly Detection Under Distribution Shift
AAAI 2026
Regularizing Hard Examples Improves Adversarial Robustness
JMLR 2025
UDC-VIT: A Real-World Video Dataset for Under-Display Cameras
ICCV 2025
DAFA: Distance-Aware Fair Adversarial Training
ICLR 2024
Sample-efficient Adversarial Imitation Learning
JMLR 2024
UDC-SIT: A Real-World Dataset for Under-Display Cameras
NIPS 2023
Inducing Data Amplification Using Auxiliary Datasets in Adversarial Training
WACV 2023
Stein Latent Optimization for Generative Adversarial Networks
ICLR 2022
Removing Undesirable Feature Contributions Using Out-of-Distribution Data
ICLR 2021
Adversarial Vertex Mixup: Toward Better Adversarially Robust Generalization
CVPR 2020