Zhouyuan Huo

1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
   2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1393 citations
   #cs.CL #cs.AI
2. Advances and Open Problems in Federated Learning
   2019/12/10 by Peter Kairouz, H. Brendan McMahan, Kairouz, Peter +115 · 422 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. A Field Guide to Federated Optimization
   2021/07/14 by Jianyu Wang, Zachary Charles, Wang, Jianyu +103 · 20 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
4. Training Neural Networks Using Features Replay
   2018/07/12 by Zhouyuan Huo, Bin Gu, Huo, Zhouyuan +3 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
5. Faster On-Device Training Using New Federated Momentum Algorithm
   2020/02/06 by Zhouyuan Huo, Huo, Zhouyuan, Qian Yang +4 · 4 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
6. On the Acceleration of Deep Learning Model Parallelism with Staleness
   2019/09/05 by An Xu, Xu, An, Zhouyuan Huo +3 · 2 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Robotics and Sensor-Based Localization #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
7. On Large-Cohort Training for Federated Learning
   2021/06/15 by Zachary Charles, Zachary Garrett, Charles, Zachary +7 · 4 citations
   Computer Science · Decision Sciences · #Data Quality and Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
8. Faster Gradient-Free Proximal Stochastic Methods for Nonconvex Nonsmooth Optimization
   2019/02/16 by Feihu Huang, Huang, Feihu, Bin Gu +7 · 2 citations
   Computer Science · Engineering · Decision Sciences · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Advanced Bandit Algorithms Research
9. Improving Speech Recognition for African American English With Audio Classification
   2023/09/16 by Shefali Garg, Garg, Shefali, Zhouyuan Huo +25 · 2 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
10. Decoupled Parallel Backpropagation with Convergence Guarantee
    2018/04/27 by Zhouyuan Huo, Huo, Zhouyuan, Bin Gu +5 · 1 citation
    Computer Science · #Stochastic Gradient Optimization Techniques #Machine Learning and ELM #Advanced Neural Network Applications
11. Resource-Efficient Transfer Learning From Speech Foundation Model Using Hierarchical Feature Fusion
    2022/11/04 by Zhouyuan Huo, Huo, Zhouyuan, Khe Chai Sim +9 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
12. JOIST: A Joint Speech and Text Streaming Model For ASR
    2022/10/13 by Tara N. Sainath, Sainath, Tara N., Rohit Prabhavalkar +15 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering