Xiyuan Wei
4 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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Keywords
non-convex optimization
(1)
black-box optimization
(1)
statistical learning theory
(1)
variance reduction
(1)
query complexity
(1)
excess risk bound
(1)
generalization analysis
(1)
distributionally robust optimization
(1)
zeroth-order optimization
(1)
scaling law
(1)
contrastive language-image pretraining
(1)
optimization error
(1)
model steering
(1)
clip
(1)
compositional uniform stability
(1)
stochastic compositional gradient descent
(1)
drrho risk minimization
(1)
Papers
AdFair-CLIP: Adversarial Fair Contrastive Language-Image Pre-training for Chest X-rays
MICCAI 2025
Model Steering: Learning with a Reference Model Improves Generalization Bounds and Scaling Laws
ICML 2025
Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms
ICML 2024
Black-Box Reductions for Zeroth-Order Gradient Algorithms to Achieve Lower Query Complexity
JMLR 2021