Jiang Hu
3 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(11)
Conferences
AAAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
nonconvex optimization
(2)
manifold optimization
(2)
stochastic gradient
(1)
composite optimization
(1)
distributed learning
(1)
decentralized optimization
(1)
local updates
(1)
proximal operator
(1)
heterogeneous datum
(1)
second-order method
(1)
superlinear convergence
(1)
momentum method
(1)
riemannian gradient
(1)
semismooth newton method
(1)
client drift
(1)
riemannian optimization
(1)
nonconvex composite optimization
(1)
federated learning
(1)
Papers
Decentralized Projected Riemannian Stochastic Recursive Momentum Method for Nonconvex Optimization
AAAI 2025
Nonconvex Federated Learning on Compact Smooth Submanifolds With Heterogeneous Data
NIPS 2024
A projected semismooth Newton method for a class of nonconvex composite programs with strong prox-regularity
JMLR 2024