Dongyoon Yang

According to our database, Dongyoon Yang authored at least 10 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

Robust Domain Generalization under Divergent Marginal and Conditional Distributions.

Je Won Yeom, Kyubyung Chae, Hyunggyu Lim, Yoonna Oh, Dongyoon Yang, Taesup Kim

CoRR, February, 2026

Transferring domain-invariant and adversarially robust feature learning for unsupervised domain adaptation.

Hyunsoo Yoon, Jihu Lee, Dongyoon Yang

Appl. Soft Comput., 2026

Angular Gradient Sign Method: Uncovering Vulnerabilities in Hyperbolic Networks.

Minsoo Jo, Dongyoon Yang, Taesup Kim

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Doubly-Regressing Approach for Subgroup Fairness.

Kyungseon Lee, Kunwoong Kim, Jihu Lee, Dongyoon Yang, Yongdai Kim

CoRR, October, 2025

TAROT: Towards Essentially Domain-Invariant Robustness with Theoretical Justification.

Dongyoon Yang, Jihu Lee, Yongdai Kim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2023

Improving Performance of Semi-Supervised Learning by Adversarial Attacks.

Dongyoon Yang, Kunwoong Kim, Yongdai Kim

CoRR, 2023

Improving Adversarial Robustness by Putting More Regularizations on Less Robust Samples.

Dongyoon Yang, Insung Kong, Yongdai Kim

Proceedings of the International Conference on Machine Learning, 2023

Masked Bayesian Neural Networks : Theoretical Guarantee and its Posterior Inference.

Insung Kong, Dongyoon Yang, Jongjin Lee, Ilsang Ohn, Gyuseung Baek, Yongdai Kim

Proceedings of the International Conference on Machine Learning, 2023

Enhancing Adversarial Robustness in Low-Label Regime via Adaptively Weighted Regularization and Knowledge Distillation.

Dongyoon Yang, Insung Kong, Yongdai Kim

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Adaptive Regularization for Adversarial Training.

Dongyoon Yang, Insung Kong, Yongdai Kim

CoRR, 2022