Xiaoyun Li

1. Stochastic Controlled Averaging for Federated Learning with Communication Compression
   2023/08/16 by Xinmeng Huang, Li Ping, Huang, Xinmeng +3 · 10 citations
   Computer Science · #Cooperative Communication and Network Coding #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
2. Toward Communication Efficient Adaptive Gradient Method
   2021/09/10 by Xiangyi Chen, Xiaoyun Li, Chen, Xiangyi +3 · 4 citations
   Computer Science · #Stochastic Gradient Optimization Techniques #Privacy-Preserving Technologies in Data #Machine Learning and ELM
3. FedSKETCH: Communication-Efficient and Private Federated Learning via Sketching
   2020/08/11 by Farzin Haddadpour, Belhal Karimi, Haddadpour, Farzin +5 · 3 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Stochastic Gradient Optimization Techniques
4. On Distributed Adaptive Optimization with Gradient Compression
   2022/05/11 by Xiaoyun Li, Belhal Karimi, Li, Xiaoyun +3 · 2 citations
   Computer Science · Engineering · #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
5. LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data
   2023/09/18 by Xiaoyun Li, Li, Xiaoyun, Hongyu Zhang +5 · 2 citations
   Computer Science · Decision Sciences · #Cloud Computing and Resource Management #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software System Performance and Reliability
6. Layer-wise and Dimension-wise Locally Adaptive Federated Learning
   2021/10/01 by Belhal Karimi, Ping Li, Karimi, Belhal +3 · 1 citation
   Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Human Mobility and Location-Based Analysis