Chuwen Zhang
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Deep Learning
(2)
Machine Learning
(2)
Mathematics & Optimization
(2)
Optimization
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Systems
(1)
Techniques
(1)
Keywords
variance reduction
(2)
stochastic optimization
(2)
non-convex optimization
(1)
convergence analysis
(1)
sample complexity
(1)
distributionally robust optimization
(1)
second-order method
(1)
speculative execution
(1)
control plane
(1)
programmable data plane
(1)
data plane
(1)
packet processing
(1)
network emulation
(1)
fpga prototype
(1)
stateful processing
(1)
field programmable gate array
(1)
trust region method
(1)
p4 language
(1)
stateful packet processing
(1)
programmable pipeline
(1)
Papers
A Composable Emulation Framework for Whitebox Switches
NSDI 2026
A Homogenization Approach for Gradient-Dominated Stochastic Optimization
UAI 2024
Empower Programmable Pipeline for Advanced Stateful Packet Processing
NSDI 2024
Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness
AAAI 2024