Xiangru Lian
- Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent
2017/05/25 by Xiangru Lian, Lian, Xiangru, Ce Zhang +9 · 48 citations
Computer Science · #Stochastic Gradient Optimization Techniques #Distributed Control Multi-Agent Systems #Age of Information Optimization
- D2: Decentralized Training over Decentralized Data
2018/03/19 by Hanlin Tang, Xiangru Lian, Tang, Hanlin +7 · 27 citations
Computer Science · #Stochastic Gradient Optimization Techniques #Privacy-Preserving Technologies in Data #Complexity and Algorithms in Graphs
- Asynchronous Decentralized Parallel Stochastic Gradient Descent
2017/10/18 by Xiangru Lian, Lian, Xiangru, Wei Zhang +5 · 16 citations
Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Privacy-Preserving Technologies in Data #Sparse and Compressive Sensing Techniques
- DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning
2021/06/11 by Daochen Zha, Zha, Daochen, Jingru Xie +11 · 7 citations
Computer Science · Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Games and Media #FOS: Computer and information sciences #Gambling Behavior and Treatments #Machine Learning (cs.LG)
- Staleness-aware Async-SGD for Distributed Deep Learning
2015/11/18 by Wei Zhang, Zhang, Wei, Suyog Gupta +5 · 6 citations
Computer Science · #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques #Adversarial Robustness in Machine Learning
- Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters
2021/11/10 by Xiangru Lian, Binhang Yuan, Lian, Xiangru +51 · 3 citations
Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Parallel #Recommender Systems and Techniques #and Cluster Computing (cs.DC)