Zaiwen Wen

1. 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
2. An exact penalty approach for optimization with nonnegative orthogonality constraints
   2019/07/29 by Bo Jiang, Jiang, Bo, Xiang Meng +5 · 4 citations
   Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Iterative Methods for Nonlinear Equations #Matrix Theory and Algorithms #Optimization and Control (math.OC)
3. Enhancing Zeroth-order Fine-tuning for Language Models with Low-rank Structures
   2024/10/10 by Yiming Chen, Yuan Zhang, Chen, Yiming +7 · 9 citations
   Computer Science · #Topic Modeling
4. An exact penalty approach for optimization with nonnegative orthogonality constraints
   2022/03/25 by Bo Jiang, Xiang Meng, Zaiwen Wen +1 · 4 citations
   Mathematics · Engineering · Computer Science · #Advanced Optimization Algorithms Research #Sparse and Compressive Sensing Techniques #Matrix Theory and Algorithms
5. OptMATH: A Scalable Bidirectional Data Synthesis Framework for Optimization Modeling
   2025/02/16 by Hongliang Lü, Lu, Hongliang, Xie, Zhonglin +7 · 9 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
6. L_p-norm regularization algorithms for optimization over permutation matrices
   2016/08/24 by Bo Jiang, Ya‐Feng Liu, Jiang, Bo +3 · 2 citations
   Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Advanced Optimization Algorithms Research #Computational Geometry and Mesh Generation
7. A Memory Efficient Randomized Subspace Optimization Method for Training Large Language Models
   2025/02/11 by Yiming Chen, Chen, Yiming, Yuan Zhang +7 · 7 citations
   Computer Science · #Text and Document Classification Technologies
8. A Sparse Completely Positive Relaxation of the Modularity Maximization for Community Detection
   2017/08/03 by Junyu Zhang, Zhang, Junyu, Haoyang Liu +5 · 1 citation
   Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Opinion Dynamics and Social Influence #Human Mobility and Location-Based Analysis
9. Riemannian Natural Gradient Methods
   2022/07/15 by Jiang Hu, Hu, Jiang, Ruicheng Ao +7 · 1 citation
   Engineering · Computer Science · #3D Shape Modeling and Analysis #Neural Networks and Applications #Advanced Numerical Analysis Techniques
10. 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
11. Formalization of Complexity Analysis of the First-order Algorithms for Convex Optimization
    2024/03/18 by Chenyi Li, Li, Chenyi, Ziyu Wang +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
12. ODE-based Learning to Optimize
    2024/06/04 by Zhonglin Xie, Xie, Zhonglin, Wotao Yin +3 · 1 citation
    Engineering · Decision Sciences · #BIM and Construction Integration #Simulation Techniques and Applications
13. 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
14. Translating Informal Proofs into Formal Proofs Using a Chain of States
    2025/12/11 by Ziyu Wang, Wang, Ziyu, Bowen Yang +11 · 1 citation
    Computer Science · #Logic, programming, and type systems #Model-Driven Software Engineering Techniques #Constraint Satisfaction and Optimization
15. MECA: A Mechanism-Centered Agent for Constructing Well-Specified and Valuable Mathematical Conjectures
    2026/07/30 by Wentao Long, Yunfei Zhang, Chenyi Li +1
    Computer Science · #cs.AI
16. ReasFlow: Assisting Reasoning-Centric Scientific Discovery in Applied Mathematics via a Knowledge-Based Multi-Agent System
    2026/07/15 by Yutong He, Daibo Li, Guohong Li +15
    #cs.AI #cs.MA
17. Retraction-Free Optimization over the Stiefel Manifold for the LoRA Fine-Tuning
    2026/07/28 by Yuan Zhang, Jiang Hu, Zhijian Lai +2
    #cs.LG #cs.AI