Dongyoon Yang
5 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
ICML (2)
AAAI (1)
CVPR (1)
ICCV (1)
Top co-authors
Keywords
adversarial robustness
(3)
adversarial training
(2)
semi-supervised learning
(1)
domain generalization
(1)
variational inference
(1)
domain adaptation
(1)
embedding space
(1)
uncertainty quantification
(1)
knowledge distillation
(1)
minimax optimality
(1)
markov chain monte carlo
(1)
posterior inference
(1)
adversarial attack
(1)
generalization bound
(1)
deep neural network
(1)
robust risk
(1)
bayesian neural network
(1)
sparse neural network
(1)
hyperbolic space
(1)
domain-invariant feature
(1)
Papers
Angular Gradient Sign Method: Uncovering Vulnerabilities in Hyperbolic Networks
AAAI 2026
TAROT: Towards Essentially Domain-Invariant Robustness with Theoretical Justification
CVPR 2025
Enhancing Adversarial Robustness in Low-Label Regime via Adaptively Weighted Regularization and Knowledge Distillation
ICCV 2023
Masked Bayesian Neural Networks : Theoretical Guarantee and its Posterior Inference
ICML 2023
Improving Adversarial Robustness by Putting More Regularizations on Less Robust Samples
ICML 2023