Youqi Li
3 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
Top co-authors
Research topics
Keywords
compositional optimization
(2)
stochastic optimization
(2)
neural network optimization
(1)
minimax optimization
(1)
algorithmic stability
(1)
generalization error
(1)
variance reduction
(1)
generalization analysis
(1)
adversarial attack
(1)
black-box attack
(1)
multi-armed bandit
(1)
bandit algorithm
(1)
gradient estimator
(1)
excess risk decomposition
(1)
graph neural network
(1)
structure perturbation
(1)
sample complexity
(1)
Papers
Stability and Generalization for Stochastic (Compositional) Optimizations
IJCAI 2025
Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization
AAAI 2024
Bandits for Structure Perturbation-Based Black-Box Attacks To Graph Neural Networks With Theoretical Guarantees
CVPR 2022