ZHENHUAN YANG
7 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
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Cross-Pollinator
(15)
Conferences
ICML (2)
AAAI (1)
ACML (1)
AISTATS (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
stochastic gradient descent
(4)
generalization bound
(3)
differential privacy
(3)
minimax problem
(2)
pairwise learning
(2)
metric learning
(2)
stability analysis
(2)
algorithmic stability
(1)
auc optimization
(1)
bipartite ranking
(1)
adversarial attack
(1)
bias mitigation
(1)
group fairness
(1)
bi-level optimization
(1)
gan training
(1)
convex-concave optimization
(1)
online gradient descent
(1)
outlier robust
(1)
adversarial sample
(1)
minimax learning
(1)
Papers
Preserving AUC Fairness in Learning with Noisy Protected Groups
ICML 2025
Outlier Robust Adversarial Training
ACML 2023
Minimax AUC Fairness: Efficient Algorithm with Provable Convergence
AAAI 2023
Differentially private SGDA for minimax problems
UAI 2022
Stability and Differential Privacy of Stochastic Gradient Descent for Pairwise Learning with Non-Smooth Loss
AISTATS 2021
Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning
NIPS 2021
Stability and Generalization of Stochastic Gradient Methods for Minimax Problems
ICML 2021