Dongyoon Yang
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Architectures
(2)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
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
Improving Adversarial Robustness by Putting More Regularizations on Less Robust Samples
ICML 2023
Masked Bayesian Neural Networks : Theoretical Guarantee and its Posterior Inference
ICML 2023