Xiaochuan Gong
3 papers · 2024–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
👑
Triple Crown
Venues
Top co-authors
Research topics
Keywords
bilevel optimization
(3)
hyperparameter optimization
(2)
stochastic gradient descent
(2)
convergence analysis
(1)
neural network optimization
(1)
gradient descent
(1)
oracle complexity
(1)
stationary point
(1)
nesterov acceleration
(1)
hypergradient estimation
(1)
unbounded smoothness
(1)
stochastic bilevel optimization
(1)
momentum
(1)
stochastic optimization
(1)
oracle calls
(1)
stochastic gradient
(1)
non-convex optimization
(1)
Papers
An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
NeurIPS 2024
A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
ICML 2024
Bilevel Optimization under Unbounded Smoothness: A New Algorithm and Convergence Analysis
ICLR 2024