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Wen, Zaiwen

  1. A Brief Introduction to Manifold Optimization
    2019/06/13 by Jiang Hu, Hu, Jiang, Xin Liu +5 · 14 citations
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Face and Expression Recognition #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
  2. A Regularized Semi-Smooth Newton Method With Projection Steps for Composite Convex Programs
    2016/03/25 by Xiantao Xiao, Yongfeng Li, Xiao, Xiantao +5 · 8 citations
    Computer Science · Mathematics · #65K05 #90C30 #Advanced Optimization Algorithms Research #FOS: Mathematics #Iterative Methods for Nonlinear Equations #Optimization and Control (math.OC) #Optimization and Variational Analysis #math.OC #msc:65K05 #msc:90C30
  3. A Decomposition Augmented Lagrangian Method for Low-rank Semidefinite Programming
    2021/09/24 by Yifei Wang, Wang, Yifei, Kangkang Deng +5 · 10 citations
    Computer Science · Engineering · Mathematics · #90C06 #90C22 #90C26 #90C56 #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  4. An exact penalty approach for optimization with nonnegative orthogonality constraints
    2019/07/29 by Bo Jiang, Jiang, Bo, Xiang Meng +5 · 6 citations
    Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Iterative Methods for Nonlinear Equations #Matrix Theory and Algorithms #Optimization and Control (math.OC)
  5. Enhancing Zeroth-order Fine-tuning for Language Models with Low-rank Structures
    2024/10/10 by Yiming Chen, Chen, Yiming, Yuan Zhang +7 · 16 citations
    Computer Science · #Topic Modeling
  6. OptMATH: A Scalable Bidirectional Data Synthesis Framework for Optimization Modeling
    2025/02/16 by Hongliang Lü, Lu, Hongliang, Xie, Zhonglin +7 · 13 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Simulation Techniques and Applications
  7. Lp-norm regularization algorithms for optimization over permutation matrices
    2016/08/24 by Bo Jiang, Ya-Feng Liu, Ya‐Feng Liu +4 · 2 citations
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Computational Geometry and Mesh Generation #Sparse and Compressive Sensing Techniques #math.OC
  8. A Memory Efficient Randomized Subspace Optimization Method for Training Large Language Models
    2025/02/11 by Yiming Chen, Chen, Yiming, Yuan Zhang +7 · 10 citations
    Computer Science · #Text and Document Classification Technologies
  9. Sketchy Empirical Natural Gradient Methods for Deep Learning
    2020/06/10 by Minghan Yang, Dong Xu, Yang, Minghan +6 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  10. Monte Carlo Policy Gradient Method for Binary Optimization
    2023/07/03 by Cheng Chen, Ruitao Chen, Chen, Cheng +7 · 3 citations
    Computer Science · #60J20 #60J45 #90C09 #90C27 #90C59 #Age of Information Optimization #Artificial Intelligence (cs.AI) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Optimization and Search Problems
  11. On the Convergence of the Self-Consistent Field Iteration in Kohn-Sham Density Functional Theory
    2013/02/25 by Xin Liu, Liu, Xin, Xiao Wang +5 · 1 citation
    Physics and Astronomy · #15A18 #47J10 #65F15 #90C30 #Computational Physics (physics.comp-ph) #FOS: Physical sciences #msc:15A18 #msc:47J10 #msc:65F15 #msc:90C30 #physics.comp-ph
  12. On the local convergence of the semismooth Newton method for composite optimization
    2022/11/02 by Hu, Jiang, Tian, Tonghua, Pan, Shaohua +1 · 2 citations
    #FOS: Mathematics #Optimization and Control (math.OC)
  13. Oracle complexities of augmented Lagrangian methods for nonsmooth manifold optimization
    2024/04/08 by Kangkang Deng, Jiang Hu, Deng, Kangkang +3 · 4 citations
    Engineering · #65K05 #65K10 #90C06 #90C26 #90C30 #90C60 #Advanced Numerical Analysis Techniques #FOS: Mathematics #Optimization and Control (math.OC)
  14. A Sparse Completely Positive Relaxation of the Modularity Maximization for Community Detection
    2017/08/03 by Junyu Zhang, Zhang, Junyu, Haoyang Liu +5 · 2 citations
    Computer Science · Mathematics · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Human Mobility and Location-Based Analysis #Opinion Dynamics and Social Influence #cs.SI #math.OC
  15. Riemannian Natural Gradient Methods
    2022/07/15 by Jiang Hu, Ruicheng Ao, Hu, Jiang +7 · 2 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Neural Networks and Applications #Advanced Numerical Analysis Techniques
  16. A Stochastic Semismooth Newton Method for Nonsmooth Nonconvex Optimization
    2018/03/09 by Andre Milzarek, Milzarek, Andre, Xiantao Xiao +7 · 1 citation
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #math.OC #msc:49M15 #msc:65C60 #msc:65K05 #msc:90C06 #stat.ML
  17. On the Analysis of Model-free Methods for the Linear Quadratic Regulator
    2020/07/08 by Jin, Zeyu, Schmitt, Johann Michael, Wen, Zaiwen · 1 citation
    #FOS: Mathematics #Optimization and Control (math.OC)
  18. An Augmented Lagrangian Primal-Dual Semismooth Newton Method for Multi-Block Composite Optimization
    2023/12/03 by Zhanwang Deng, Kangkang Deng, Deng, Zhanwang +5 · 2 citations
    Engineering · Materials Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Metamaterials and Metasurfaces Applications #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
  19. ODE-based Learning to Optimize
    2024/06/04 by Zhonglin Xie, Xie, Zhonglin, Wotao Yin +3 · 2 citations
    Engineering · Decision Sciences · #BIM and Construction Integration #Simulation Techniques and Applications
  20. Translating Informal Proofs into Formal Proofs Using a Chain of States
    2025/12/11 by Ziyu Wang, Bowen Yang, Wang, Ziyu +11 · 3 citations
    Computer Science · #Logic, programming, and type systems #Model-Driven Software Engineering Techniques #Constraint Satisfaction and Optimization
  21. Accelerated Natural Gradient Method for Parametric Manifold Optimization
    2025/04/08 by Chanchan Li, Shuchen Zhu, Li, Chenyi +4 · 3 citations
    Computer Science · Engineering · #37N40 #3D Shape Modeling and Analysis #46N10 #65K10 #90C06 #90C26 #FOS: Mathematics #Face recognition and analysis #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
  22. Sharper Convergence Guarantees for Federated Learning with Partial Model Personalization
    2023/09/29 by Yiming Chen, Chen, Yiming, Liyuan Cao +5 · 1 citation
    Computer Science · Mathematics · #FOS: Mathematics #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Statistical Methods and Inference
  23. Formalization of Complexity Analysis of the First-order Algorithms for Convex Optimization
    2024/03/18 by Chenyi Li, Ziyu Wang, Li, Chenyi +9 · 1 citation
    Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #G.1.6 #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Stochastic Gradient Optimization Techniques
  24. Quantum Alternating Direction Method of Multipliers for Semidefinite Programming
    2025/10/11 by Hantao Nie, Nie, Hantao, Dong An +3 · 3 voices · 2 citations
    Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Quantum Computing Algorithms and Architecture #Stochastic Gradient Optimization Techniques
  25. A Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDP
    2022/07/13 by Fan Chen, Chen, Fan, Junyu Zhang +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
  26. LMask: Learn to Solve Constrained Routing Problems with Lazy Masking
    2025/05/23 by Li, Tianyou, Zou, Haijun, Wu, Jiayuan +1 · 2 citations
    #68T20 #90C27 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)