Wei Xu

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 11

Top Topics

Dynamic Optimization

Distributed Learning

Experimental Results On Real World

Top Venues

IEEE Trans. Signal Process.

Publications

Kun Yuan, Wei Xu, Qing Ling
Can Primal Methods Outperform Primal-Dual Methods in Decentralized Dynamic Optimization? IEEE Trans. Signal Process. 68 (2020)
Liping Li, Wei Xu, Tianyi Chen, Georgios B. Giannakis, Qing Ling
RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets. AAAI (2019)
Yaohua Liu, Wei Xu, Gang Wu, Zhi Tian, Qing Ling
Communication-Censored ADMM for Decentralized Consensus Optimization. IEEE Trans. Signal Process. 67 (10) (2019)
Wei Xu, Kun Yuan, Wotao Yin, Qing Ling
On the Comparison between Primal and Primal-dual Methods in Decentralized Dynamic Optimization. ACSSC (2019)
Liping Li, Wei Xu, Tianyi Chen, Georgios B. Giannakis, Qing Ling
RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets. CoRR (2018)
Yaohua Liu, Wei Xu, Gang Wu, Zhi Tian, Qing Ling
COCA: Communication-Censored ADMM for Decentralized Consensus Optimization. ACSSC (2018)
Wei Xu, Zhengqing Li, Qing Ling
Robust decentralized dynamic optimization at presence of malfunctioning agents. Signal Process. 153 (2018)
Wei Xu, Qing Ling, Yongcheng Li, Manxi Wang
Distributed constrained optimisation over cloud-based multi-agent networks. Int. J. Sens. Networks 28 (1) (2018)
Wei Xu, Zhengqing Li, Qing Ling
Robust Decentralized Dynamic Optimization. ICASSP (2018)
Xiaokang Xie, Qing Ling, Ping Lu, Wei Xu, Zuqing Zhu
Evacuate Before Too Late: Distributed Backup in Inter-DC Networks with Progressive Disasters. IEEE Trans. Parallel Distributed Syst. 29 (5) (2018)
Qing Ling, Wei Xu, Manxi Wang, Yongcheng Li
Distributed Constrained Optimization Over Cloud-Based Multi-agent Networks. WASA (2016)