Li, Boyue

1. SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression
   2022/06/20 by Li, Zhize, Zhao, Haoyu, Li, Boyue +1 · 5 citations
   #Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
2. BEER: Fast O(1/T) Rate for Decentralized Nonconvex Optimization with Communication Compression
   2022/01/31 by Haoyu Zhao, Zhao, Haoyu, Boyue Li +7 · 4 citations
   Computer Science · Engineering · #Data Structures and Algorithms (cs.DS) #Distributed #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
3. Nonparametric Density Estimation under Adversarial Losses
   2018/05/22 by Singh, Shashank, Uppal, Ananya, Li, Boyue +3 · 2 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
4. Apple Intelligence Foundation Language Models: Tech Report 2025
   2025/07/17 by Ethan Li, Li, Ethan, Anders Larsen +487 · 14 citations
   Computer Science · #Advanced Malware Detection Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Convergence and Privacy of Decentralized Nonconvex Optimization with Gradient Clipping and Communication Compression
   2023/05/17 by Boyue Li, Li, Boyue, Yuejie Chi +1 · 2 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
6. Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction
   2019/09/12 by Boyue Li, Shicong Cen, Li, Boyue +5 · 1 citation
   Computer Science · Engineering · #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques