Xiaoge Deng
4 papers · 2023–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
stochastic gradient descent
(3)
asynchronous training
(2)
generalization bound
(2)
fault tolerance
(1)
distributed training
(1)
parameter server
(1)
large language model
(1)
uniform stability
(1)
heavy ball momentum
(1)
quadratic convex objective
(1)
momentum parameter
(1)
descending warmup
(1)
asynchronous delay
(1)
cross-cluster training
(1)
decentralized optimization
(1)
stability analysis
(1)
Papers
Di-PS: System-Algorithm Co-Design for Asynchronous and Heterogeneous Cross-cluster LLM Training at Scale
NSDI 2026
Exploring the Inefficiency of Heavy Ball as Momentum Parameter Approaches 1
IJCAI 2024
Stability and Generalization of Asynchronous SGD: Sharper Bounds Beyond Lipschitz and Smoothness
NeurIPS 2024
Stability-Based Generalization Analysis of the Asynchronous Decentralized SGD
AAAI 2023