Sungmin Han
5 papers · 2022–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Cross-Pollinator (15)
π
Keyword Champion
(2)
Conferences
IJCAI (3)
UAI (1)
WACV (1)
Top co-authors
Keywords
contrastive learning
(2)
model stealing
(2)
representation learning
(2)
linear approximation
(1)
deep neural network
(1)
adversarial defense
(1)
adversarial perturbation
(1)
model explanation
(1)
class activation map
(1)
interpretable ai
(1)
misdirection model
(1)
cluster-guided learning
(1)
information leak
(1)
adversarial training
(1)
query efficiency
(1)
Papers
Cluster-Guided Adversarial Perturbations for Robust Contrastive Learning
WACV 2026
Contrast-CAT: Contrasting Activations for Enhanced Interpretability in Transformer-based Text Classifiers
UAI 2025
SwiftThief: Enhancing Query Efficiency of Model Stealing by Contrastive Learning
IJCAI 2024
Model Stealing Defense against Exploiting Information Leak through the Interpretation of Deep Neural Nets
IJCAI 2022
Libra-CAM: An Activation-Based Attribution Based on the Linear Approximation of Deep Neural Nets and Threshold Calibration
IJCAI 2022