Zhuanghua Liu
5 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Venues
Research topics
Keywords
non-convex optimization
(2)
stochastic optimization
(2)
distributed learning
(1)
decentralized optimization
(1)
variance reduction
(1)
hessian approximation
(1)
nonsmooth optimization
(1)
convergence rate
(1)
quasi-newton method
(1)
goldstein stationary point
(1)
superlinear convergence
(1)
utility function
(1)
cooperative game
(1)
gradient tracking
(1)
compositional optimization
(1)
shapley value
(1)
zeroth-order method
(1)
stochastic algorithm
(1)
incremental optimization
(1)
gradient-free method
(1)
Papers
Nonlinear Axiomatic Attribution for Cooperative Games
UAI 2026
Decentralized Sum-of-Nonconvex Optimization
AAAI 2024
Gradient-Free Methods for Nonconvex Nonsmooth Stochastic Compositional Optimization
NeurIPS 2024
Incremental Quasi-Newton Methods with Faster Superlinear Convergence Rates
AAAI 2024
Zeroth-Order Methods for Constrained Nonconvex Nonsmooth Stochastic Optimization
ICML 2024