Xiantao Xiao
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  1. Haoyang Liu, Xiantao Xiao*, Liwei Zhang, "Augmented Lagrangian Methods for Time-Varying Constrained Online Convex Optimization", Journal of the Operations Research Society of China, 2023, online first.

  2. Ganchen Xing, Jian Gu, Xiantao Xiao*, "Convergence analysis of a subsampled Levenberg-Marquardt algorithm", Operations Research Letters, 2023, 51(4):379-384.

  3. Liping Pang, Mingkun Zhang, Xiantao Xiao, "A Stochastic Approximation Method for Convex Programming with Many Semidefinite Constraints", Optimization Methods and Software, 2023, 38(1):34-58.

  4. Liwei Zhang, Yule Zhang, Xiantao Xiao, Jia Wu, "Stochastic Approximation Proximal Method of Multipliers for Convex Stochastic Programming", Mathematics of Operations Research, 2023, 48(1):177-193.

  5. Jian Gu, Xiantao Xiao*, "A Framework of Convergence Analysis of Mini-batch Stochastic Projected Gradient Methods", Journal of the Operations Research Society of China, 2023, 11:347-369.

  6. Xiaoliang Wang, Liping Pang, Xiantao Xiao, "A proximal bundle method-based algorithm with penalty strategy and inexact oracles for constrained nonsmooth nonconvex optimization", Journal of Computational and Applied Mathematics, 2023, 422:114949.

  7. Liwei Zhang, Haoyang Liu, Xiantao Xiao*, "Regrets of proximal method of multipliers for online non-convex optimization with long term constraints", Journal of Global Optimization, 2023, 85(1):61-80.

  8. Liwei Zhang, Yule Zhang, Jia Wu, Xiantao Xiao*, "Solving Stochastic Optimization with Expectation Constraints Efficiently by a Stochastic Augmented Lagrangian-Type Algorithm", INFORMS Journal on Computing, 2022, 34(6):2989-3006.

  9. Andre Milzarek, Xiantao Xiao, Zaiwen Wen, Michael Ulbrich, "On the local convergence of a stochastic semismooth Newton method for nonsmooth nonconvex optimization", SCIENCE CHINA Mathematics, 2022, 65(10):2151-2170.

  10. Jiahong Guo, Huiling Liu, Xiantao Xiao*, "A unified analysis of stochastic gradient-free Frank–Wolfe methods", International Transactions in Operational Research, 2022, 29(1):63-86.

  11. Xiantao Xiao*, "A Unified Convergence Analysis of Stochastic Bregman Proximal Gradient and Extragradient Methods", Journal of Optimization Theory and Applications, 2021, 188(3):605-627.

  12. Andre Milzarek, Xiantao Xiao, Shicong Cen, Zaiwen Wen, Michael Ulbrich, "A Stochastic Semismooth Newton Method for Nonsmooth Nonconvex Optimization", SIAM Journal on Optimization, 2019, 29(4):2916-2948.

  13. Qiang Liu, Jia Wu, Xiantao Xiao*, Liwei Zhang, "A note on distributionally robust optimization under moment uncertainty", Journal of Numerical Mathematics, 2018, 26(3):141-150.

  14. Xiantao Xiao, Yongfeng Li, Zaiwen Wen, Liwei Zhang, "A Regularized Semi-Smooth Newton Method with Projection Steps for Composite Convex Programs ", Journal of Scientific Computing, 2018, 76(1):364-389.

  15. Shaopeng Zhong, Xiantao Xiao, Max Bushell, Hui Sun, "Optimal road congestion pricing for both traffic efficiency and safety under demand uncertainty", Journal of Transportation Engineering, 2018, 143(4):04017004.

  16. Jianchao Huang, Zaiwen Wen, Xiantao Xiao, "Extended Levenberg-Marquardt Method for Composite Function Minimization", Journal of Computational Mathematics, 2017, 354(4):529-546.

  17. Feng Shan, Xiantao Xiao*, Liwei Zhang, "Convergence analysis on a smoothing approach to joint chance constrained programs ", Optimization, 2016, 65(12):2171-2193.

  18. Liyan Qi, Xiantao Xiao*, Liwei Zhang, "A Parameter-Self-Adjusting Levenberg-Marquardt Method for Solving Nonsmooth Equations", Journal of Computational Mathematics, 2016, 34(3):317-338.

  19. Jian Gu, Xiantao Xiao, Liwei Zhang, "A subgradient-based convex approximations method for DC programming and its applications", Journal of Industrial and Management Optimization, 2016, 12(4):1349-1366.

  20. Feng Shan, Liwei Zhang, Xiantao Xiao*, "A Smoothing Function Approach to Joint Chance-Constrained Programs ", Journal of Optimization Theory and Applications, 2014, 163(1):181-199.

  21. Liwei Zhang, Ning Zhang, Xiantao Xiao, "On the Second-order Directional Derivatives of Singular Values of Matrices and Symmetric Matrix-valued Functions", Set-Valued and Variational Analysis, 2013, 21(3):557-586.

  22. Xiantao Xiao*, Jian Gu, Liwei Zhang, "Quadratic model updating with gyroscopic structure from partial eigendata", Optimization and Engineering, 2013, 14(3):431-455.

  23. Xiantao Xiao*, Jian Gu, Liwei Zhang, Shaowu Zhang, "A sequential convex program method to DC program with joint chance constraints", Journal of Industrial and Management Optimization , 2012, 8(3):7333-747.

  24. Liwei Zhang, Jian Gu, Xiantao Xiao, "A class of nonlinear Lagrangians for nonconvex second order cone programming", Computational Optimization and Applications, 2011, 49(1):61-99.

  25. Yong Jiang, Xiantao Xiao*, Liwei Zhang, Jianzhong Zhang, "A perturbation approach for a type of inverse linear programming problems", International Journal of Computer Mathematics , 2011, 88(3):508-516.

  26. Jianzhong Zhang, Liwei Zhang, Xiantao Xiao*, "A Perturbation approach for an inverse quadratic programming problem", Mathematical Methods of Operations Research , 2010, 72(3):379-404.

  27. Xiantao Xiao*, Liwei Zhang, "Solving a Class of Inverse QP Problems by a Smoothing Newton Method", Journal of Computational Mathematics, 2009, 27(6):787-801.

  28. Jian Gu, Liwei Zhang, Xiantao Xiao, "Log-Sigmoid nonlinear Lagrange method for nonlinear optimization problems over second-order cones", Journal of Computational and Applied Mathematics, 2009, 229(1):129-144.

  29. Xiantao Xiao*, Liwei Zhang, Jianzhong Zhang, "On convergence of augmented Lagrangian method for inverse semi-definite quadratic programming problems", Journal of Industrial and Management Optimization, 2009, 5(2):319-339.

  30. Xiantao Xiao*, Liwei Zhang, Jianzhong Zhang, "A smoothing Newton method for a type of inverse semi-definite quadratic programming problem", Journal of Computational and Applied Mathematics, 2009, 223(1):485-498.

  31. Liwei Zhang, Yonghong Ren, Yue Wu, Xiantao Xiao, "A class of nonlinear lagrangians: Theory and algorithm", Asia-Pacific Journal of Operational Research, 2008, 25(3):327-371.

  32. Juhe Sun, Liwei Zhang, Xiantao Xiao, "An algorithm based on resolvent operators for solving variational inequalities in Hilbert spaces", Nonlinear Analysis: Theory, Methods & Applications, 2008, 69(10):3344-3357.

  33. Li Jin, Liwei Zhang, Xiantao Xiao, "Two differential equation systems for equality-constrained optimization", Applied Mathematics and Computation, 2007, 190(2):1030-1039.