Yongqiang Wang
Scholar

Yongqiang Wang

Google Scholar ID: shSZpGUAAAAJ
Clemson University
cooperative controldistributed optimizationprivacy
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Citations & Impact
All-time
Citations
2,558
 
H-index
22
 
i10-index
50
 
Publications
20
 
Co-authors
0
 
Publications
4 items
Accelerating Optimization and Machine Learning through Decentralization
2026
Cited
0
Gradient Manipulation in Distributed Stochastic Gradient Descent with Strategic Agents: Truthful Incentives with Convergence Guarantees
2026
Cited
0
Provably Convergent Decentralized Optimization over Directed Graphs under Generalized Smoothness
2026
Cited
0
Provable Acceleration of Distributed Optimization with Local Updates
arXiv.org · 2026
Cited
0
Resume
Academic Achievements
  • Recent work on saddle-point avoidance for nonconvex optimization and machine learning has been accepted to PNAS, one of the most prestigious multidisciplinary journals.
Research Experience
  • Leads the Network Systems and Control group at Clemson University.
Background
  • Research interests include distributed control, optimization, and machine learning.