Feihu Huang

1. Accelerated Zeroth-Order and First-Order Momentum Methods from Mini to Minimax Optimization
   2020/08/18 by Feihu Huang, Huang, Feihu, Shangqian Gao +5 · 8 citations
   Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Advanced Optimization Algorithms Research
2. Enhanced Adaptive Gradient Algorithms for Nonconvex-PL Minimax Optimization
   2023/03/07 by Feihu Huang, Huang, Feihu, Xuan, Chunyu +3 · 3 citations
   Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques
3. Faster Stochastic Alternating Direction Method of Multipliers for Nonconvex Optimization
   2020/08/04 by Feihu Huang, Huang, Feihu, Songcan Chen +3 · 2 citations
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Direction-of-Arrival Estimation Techniques #Advanced Adaptive Filtering Techniques
4. AdaGDA: Faster Adaptive Gradient Descent Ascent Methods for Minimax Optimization
   2021/06/30 by Feihu Huang, Huang, Feihu, Wu, Xidong +1 · 2 citations
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
5. Optimal Hessian/Jacobian-Free Nonconvex-PL Bilevel Optimization
   2024/07/25 by Feihu Huang, Huang, Feihu · 4 citations
   Computer Science · Mathematics · Engineering · #Optimization and Variational Analysis #Advanced Optimization Algorithms Research #Sparse and Compressive Sensing Techniques
6. Gradient Descent Ascent for Minimax Problems on Riemannian Manifolds
   2020/10/13 by Feihu Huang, Shangqian Gao, Huang, Feihu +1 · 1 citation
   Computer Science · Engineering · Mathematics · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
7. Faster Adaptive Decentralized Learning Algorithms
   2024/08/19 by Feihu Huang, Jianyu Zhao, Huang, Feihu +1 · 2 citations
   Computer Science · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Optimization and Control (math.OC)
8. Faster Gradient-Free Proximal Stochastic Methods for Nonconvex Nonsmooth Optimization
   2019/02/16 by Feihu Huang, Bin Gu, Huang, Feihu +7 · 1 citation
   Computer Science · Engineering · Decision Sciences · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Advanced Bandit Algorithms Research
9. Accelerated Stochastic Gradient-free and Projection-free Methods
   2020/07/16 by Feihu Huang, Huang, Feihu, Lue Tao +3 · 1 citation
   Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Algorithms #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
10. LiMuon: Light and Fast Muon Optimizer for Large Models
    2025/09/18 by Feihu Huang, F. Huang, Yuning Luo +4 · 4 citations
    Engineering · Computer Science · #Muon and positron interactions and applications #Stochastic Gradient Optimization Techniques #Computational Physics and Python Applications