ZHENHUAN YANG
7 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(16)
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Trend Setter
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Research topics
Keywords
generalization bound
(4)
stochastic gradient descent
(4)
differential privacy
(3)
stability analysis
(2)
pairwise learning
(2)
metric learning
(2)
minimax problem
(2)
adversarial training
(1)
medical image analysis
(1)
class imbalance
(1)
fair classification
(1)
algorithmic stability
(1)
auc optimization
(1)
auc
(1)
bipartite ranking
(1)
bilevel optimization
(1)
distributionally robust optimization
(1)
adversarial attack
(1)
bias mitigation
(1)
group fairness
(1)
Papers
Preserving AUC Fairness in Learning with Noisy Protected Groups
ICML 2025
Minimax AUC Fairness: Efficient Algorithm with Provable Convergence
AAAI 2023
Outlier Robust Adversarial Training
ACML 2023
Differentially private SGDA for minimax problems
UAI 2022
Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning
NeurIPS 2021
Stability and Differential Privacy of Stochastic Gradient Descent for Pairwise Learning with Non-Smooth Loss
AISTATS 2021
Stability and Generalization of Stochastic Gradient Methods for Minimax Problems
ICML 2021