Ling, Qing

EXTRA: An Exact First-Order Algorithm for Decentralized Consensus Optimization

Shi, W., Ling, Q., Wu, G., & Yin, W. (2015) · SIAM Journal on Optimization

Distributed Control Multi-Agent SystemsStochastic Gradient Optimization Techniques

Cited by 1,261

On the Linear Convergence of the ADMM in Decentralized Consensus Optimization

Shi, W., Ling, Q., Yuan, K., Wu, G., & Yin, W. (2014) · IEEE Transactions on Signal Processing

Distributed Control Multi-Agent SystemsSparse and Compressive Sensing Techniques

Cited by 820

On the Convergence of Decentralized Gradient Descent

Yuan, K., Ling, Q., & Yin, W. (2013) · arXiv

Distributed Control Multi-Agent SystemsStochastic Gradient Optimization Techniques

Cited by 635

A Proximal Gradient Algorithm for Decentralized Composite Optimization

Shi, W., Ling, Q., Wu, G., & Yin, W. (2015) · IEEE Transactions on Signal Processing

Distributed Control Multi-Agent SystemsSparse and Compressive Sensing Techniques

Cited by 307

Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks

Wu, Z., Ling, Q., Chen, T., & Giannakis, G. B. (2020) · IEEE Transactions on Signal Processing

Stochastic Gradient Optimization TechniquesPrivacy-Preserving Technologies in Data

Cited by 226