Publications

A corresponding list can be found at Jane's Google Scholar profile.

List of Publications

1. Ma, X., W. Yao, J.J. Ye and J. Zhang, Calm local optimality for nonconvex-nonconcave minimax problems, Preprint 2023
   Available at arXiv (2306.17443)
2. Gao, L.L., J.J. Ye, H. Yin, S. Zeng and J. Zhang, Moreau envelop based difference-of-weakly-convex reformulation and algorithm for bilevel programs, Preprint 2023
   Available at arXiv (2306.16761)
3. Bai, K., J.J. Ye and S. Zeng, Optimality conditions for bilevel programs via Moreau envelope reformulation, Preprint 2023
   Available at arXiv (2311.14857)
4. Bai, K. and J.J. Ye, Directional derivative of the value function for parametric set-constrained optimization problems, Preprint 2023
   Available at arXiv (2311.03604)
5. Nie J., J.J. Ye and S. Zhong, PLMFs and disjunctive decompositions for bilevel optimization, Preprint
   Available at arXiv (2304.00695)
6. Kuang Bai and Jane Ye, Directional subdifferential of the value function, to appear in Communications in Optimization theory on Control, Optimization and Nonsmooth Analysis
   Available at arXiv (2211.12597)
7. Lei Guo, Jane Ye and Jin Zhang, Sensitivity analysis of the maximal value function with application in nonconvex minmax programs, Mathematics of Operations Research Vol. 49, 536-556, 2024
   Available at arXiv (2303.01474)
8. Lucy Gao, Jane J. Ye, Shangzhi Zeng, Julie Zhou, Necessary and sufficient conditions for multiple-objective optimal regression designs, to appear in Statistica Sinica 2023
   Available at arXiv (2303.04746)
9. Zhuoyu Xiao and Jane J. Ye, Optimality conditions and constraint qualifications for cardinality constrained optimization problems, to appear in Numerical Algebra, Control and Optimization
   Available at arXiv (2209.08428)
10. Mengwei Xu, Jane J. Ye, Relaxed constant positive linear dependence constraint qualification for disjunctive programs, Set-Valued and Variational Analysis Vol. 31, Article 36, 2024
    Available at arXiv (2204.09869)
11. Matus Benko, Helmut Gfrerer, Jane Ye, Jin Zhang, Jinchuan Zhou, Second-order optimality conditions for general nonconvex optimization problems and variational analysis of disjunctive systems, SIAM Journal on Optimization vol. 33, p. 2625-2653, 2023
    Available at arXiv (2203.10015) Download PDF
12. Xiaoxiao Ma, Wei Yao, Jane J Ye, Jin Zhang, Combined approach with second-order optimality conditions for bilevel programming problems, Journal of Convex Analysis No. 4, 1173-1201, 2023
    Available at arXiv (2108.00179)
13. Lucy Gao, Jane J. Ye, Haian Yin, Shangzhi Zeng, Jin Zhang, Value function based difference-of-convex algorithm for bilevel hyperparameter selection problems, Proceedings of the 39th International Conference on Machine Learning, Baltimore, Maryland, USA PMLR 162, 2022
    Available at arXiv (2206.05976)
14. Rongzhu Ke, Wei Yao, Jane J. Ye, Jin Zhang, Generic property of the partial calmness condition for bilevel programming problems, SIAM Journal on Optimization vol. 32, issue 2, 604-634, 2022
    Available at arXiv (2107.14469)
15. Jane J. Ye, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang, Difference of convex algorithms for bilevel programs with applications in hyperparameter selection, Mathematical Programming vol. 138, 2022
    Available at arXiv (2102.09006)
16. Helmut Gfrerer, Jane J. Ye, Jinchuan Zhou, Second-order optimality conditions for non-convex set-constrained optimization problems, Mathematics of Operations Research vol. 47, p. 2344-2365, 2022
    Available at arXiv (1911.04076)
17. Kuang Bai, Jane J Ye, Directional necessary optimality conditions for bilevel programs, Mathematics of Operations Research vol. 47, p1169-1191, 2022
    Available at arXiv (2004.01783)
18. Xiangfeng Wang, Jane Ye, Xiaoming Yuan, Shangzhi Zeng and Jin Zhang, Perturbation techniques for convergence analysis of proximal gradient method and other first-order algorithms via variational analysis, Set-Valued and Variational Analysis vol. 30, issue 1, 39-79, 2022
    Available at arXiv (1810.10051)
19. Jiawang Nie, Li Wang, Jane J. Ye, Shuhan Zhong, A Lagrange multiplier expression method for bilevel polynomial optimization, SIAM Journal on Optimization vol. 31, no. 3, 2368-2395, 2021
    Available at arXiv (2007.07933)
20. Jane J. Ye, Xiaoming Yuan, Shangzhi Zeng and Jin Zhang, Variational analysis perspective on linear convergence of some first order methods for nonsmooth convex optimization problems, Set-Valued and Variational Analysis vol. 29, issue 4, 803-837, 2021
    
21. Yianchao Liang, Jane J. Ye, Optimality conditions and exact penalty for mathematical programs with switching constraints, Journal of Optimization Theory and Applications Vol. 190, 1-31, 2021
    Available at arXiv (2007.06148)
22. Mengwei Xu, Jane J Ye, Relaxed constant positive linear dependence constraint qualification and its application to bilevel programs, Journal of Global Optimization vol. 78, 181-205, 2020
    Available at arXiv (1912.12372)
23. Jane J. Ye, Constraint qualifications and optimality conditions in bilevel optimization, Bilevel Optimization: Advances and Next Challenges Part II-8, 227-252, 2020
    Available at arXiv (1910.04072)
24. Helmut Gfrerer and Jane J. Ye, New sharp necessary optimality conditions for mathematical programs with equilibrium constraints, Set-valued and Variational Analysis vol. 28, 395-426, 2020
    Available at arXiv (1906.09558)
25. J-S. Chen, Jane J. Ye, Jin Zhang and Jinchuan Zhou, Exact formula for the second-order tangent set of the second-order cone complementarity set, SIAM Journal on Optimization vol. 29, no. 4, 2986-3011, 2019
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26. Kuang Bai, Jane Ye, Jin Zhang, Directional quasi-/pseudo-normality as sufficient conditions for metric subregularity, SIAM Journal on Optimization vol. 29, no. 4, 2625-2649, 2019
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27. Jane J. Ye and Jinchuan Zhou, Verifiable sufficient conditions for the error bound property of second-order cone complementarity problems, Mathematical Programming vol. 171, 361-395, 2018
    Available at arXiv (1706.04723)
28. An Li and Jane J. Ye, Necessary optimality conditions for implicit systems with applications to control of differential algebraic equations, Set-valued and Variational Analysis vol. 26, 179-203, 2018
    Available at arXiv (1709.01392)
29. Lei Guo and Jane J. Ye, Necessary optimality conditions and exact penalization for non-Lipschitz nonlinear programs, Mathematical Programming vol. 168, 571-598, 2018
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30. Helmut Gfrerer and Jane J. Ye, New constraint qualifications for mathematical programs with equilibrium constraints via variational analysis, SIAM Journal on Optimization vol. 27, 842-865, 2017
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31. Jiawang Nie, Li Wang and Jane J. Ye, Bilevel polynomial programs and semidefinite relaxation methods, SIAM Journal on Optimization vol.27, 1728-1757, 2017
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32. Jane J. Ye and Jinchuan Zhou, Exact formulas for the proximal/regular/limiting normal cone of the second-order cone complementarity set, Mathematical Programming Series A, vol. 162, 33-50, 2017
    Available at arXiv (1605.07293)
33. Xiaojun Chen, Lei Guo, Zhaosong Lu and Jane J. Ye, An augmented Lagrangian method for non-Lipschitz nonconvex programming, SIAM Journal on Numerical Analysis vol. 55, 168-193, 2017
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34. Jane J. Ye, Julie Zhou and Wenjie Zhou, Computing A-optimal and E-optimal designs for regression models via semidefinite programming, Communications in Statistics - Simulation and Computation vol. 46, 2011-2024, 2017
    
35. An Li and Jane J. Ye, Necessary optimality conditions for optimal control problems with nonsmooth mixed state and control constraints, Set-Valued and Variational Analysis vol. 24, 449-470, 2016
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36. Lei Guo and Jane J. Ye, Necessary optimality conditions for optimal control problems with equilibrium constraints, SIAM Journal on Control and Optimization vol. 54, 2710-2733, 2016
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37. Jane J. Ye and Jinchuan Zhou, First order optimality conditions for mathematical programs with second-order cone complementarity constraints, SIAM Journal on Optimization vol. 26, 2820-2846, 2016
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38. Meng Lei, Jin Zhang, Xiaodai Dong and Jane J. Ye, Modeling the bids of wind power producers in the day-ahead market with stochastic market clearing, Sustainable Energy Technologies and Assessments vol. 16, 151-161, 2016
    
39. Lei Guo, Guihua Lin and Jane J. Ye, Solving mathematical programs with equilibrium constraints, Journal of Optimization Theory and Applications vol. 166, 234-256, 2015
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40. Mengwei Xu, Jane J. Ye and Liwei Zhang, Smoothing SQP methods for solving degenerate nonsmooth constrained optimization problems with applications to bilevel programs, SIAM Journal on Optimization vol. 25, 1388-1410, 2015
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41. Mengwei Xu, Jane J. Ye and Liwei Zhang, Smoothing augmented Lagrangian method for solving nonsmooth and nonconvex constrained optimization problems, Journal of Global Optimization vol. 62, 675-694, 2015
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42. Pierre Marechal, Jane J. Ye and Julie Zhou, K-Optimal design via semidefinite programming and entropy optimization, Mathematics of Operations Research vol. 40, Issue 2, 495-512, 2014
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43. Mengwei Xu, Soon-Yi Wu and Jane J. Ye, Solving semi-infinite programs by smoothing projected gradient method, Computational Optimization and Applications vol. 59, Issue 3, 591-616, 2014
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44. Lei Guo, Guihua Lin, Jane J. Ye and Jin Zhang, Sensitivity Analysis of the value function for parametric mathematical programs with equilibrium constraints, SIAM Journal on Optimization vol. 24, 1206-1237, 2014
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45. Mengwei Xu and Jane J. Ye, A smoothing augmented Lagrangian method for solving simple bilevel programs, Computational Optimization and Applications vol. 59, 353-377, 2014
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46. Ding Chao, Defeng Sun and Jane J. Ye, First order optimality conditions for mathematical programs with semidefinite cone complementarity constraints, Mathematical Programming, series A vol. 147, 539-579, 2014
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47. Guihua Lin, Mengwei Xu and Jane J. Ye, On solving simple bilevel programs with a nonconvex lower level program, Mathematical Programming, series A vol. 144, 277-305, 2014
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48. Jane J. Ye and Jin Zhang, Enhanced Karush-Kuhn-Tucker condition for mathematical programs with equilibrium constraints, Journal of Optimization Theory and Applications vol. 163, 777-794, 2014
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49. Jane J. Ye and Jin Zhang, Enhanced Karush-Kuhn-Tucker condition and weaker constraint qualifications, Mathematical Programming, series B vol. 139, 353-381, Issue 1, 2013
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50. Lei Guo, Jane J. Ye and Jin Zhang, Mathematical programs with geometric constraints in Banach spaces: enhanced optimality, exact penalty, and sensitivity, SIAM Journal on Optimization vol. 23, Issue 4, 2295-2319, 2013
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51. Lei Guo, Guihua Lin and Jane J. Ye, Second-order optimality conditions for mathematical programs with equilibrium constraints, Journal of Optimization Theory and Applications vol. 158, Issue 1, 33-64，2013
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52. J.J. Ye and Julie Zhou, Minimizing the condition number to construct design points for polynomial regression models, SIAM Journal on Optimization vol. 23, issue 1, 666-686, 2013
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53. Lei Guo, Guihua Lin and Jane J. Ye, Stability analysis for parametric mathematical programs with geometric constraints and its applications, SIAM Journal on Optimization vol. 22, issue 3, 1151-1176, 2012
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54. Jane J. Ye, Exact Penalty Principle, Nonlinear Analysis Series A: Theory, Methods & Applications vol.75, issue 3, 1642-1654, 2012
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55. Yongchao Liu, Huifu Xu and Jane J. Ye, Penalized sample average approximation methods for stochastic mathematical programs with complementarity constraints, Mathematics of Operations Research vol. 36, 670-694, 2011
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56. Xiaojun Chen, Robert S. Womersley and Jane J. Ye, Minimizing the condition number of a Gram matrix, SIAM Journal on Optimization vol.21, issue 1, 127-148, 2011
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57. Huifu Xu and Jane J. Ye, Approximating stationary points of stochastic mathematical programs with equilibrium constraints via sample averaging, Set-Valued and Variational Analysis vol. 19, no. 2, 283-309, 2011
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58. Jane J. Ye, Necessary optimality conditions for multiobjective bilevel programs, Mathematics of Operations Research vol. 36, no. 1, 165-184, 2011
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59. Jane J. Ye and Daoli Zhu, New necessary optimality conditions for bilevel programs by combining MPEC and the Value Function Approach, SIAM Journal on Optimization vol. 20, issue 4, 1885-1905, 2010
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60. Huifu Xu and Jane J. Ye, Necessary optimality conditions for two-stage stochastic programs with equilibrium constraints, SIAM Journal on Optimization vol. 20, issue 4, 1685-1715, 2010
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61. P. Marechal and J.J. Ye, Optimizing condition numbers, SIAM Journal on Optimization vol. 20, issue 2, 935-947, 2009
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62. X.Chen and J.J. Ye, A class of quadratic Programs with linear complementarity Constraints, Set-valued and Variational Analysis vol. 17, no. 2, 113-133, 2009
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63. H.H. Bauschke, X. Wang, J.J. Ye and X. Yuan, Bregman distance and Chebyshev sets, Journal of Approximation Theory vol. 159, 3-25, 2009
    
64. H.H. Bauschke, X. Wang, J.J. Ye and X. Yuan, Bregman distance and Klee sets, Journal of Approximation Theory vol. 158, 170-183, 2009
    
65. G.S. Liu, J.J. Ye and J. Zhu, Partial exact penalty for mathematical programs with equilibrium constraints, Set-valued Analysis vol. 16, 785-804, 2008
    
66. D. Aussel and J.J. Ye, Quasiconvex minimization on a locally finite union of convex sets, Journal of Optimization Theory and Applications vol. 139, 1-16, 2008
    
67. J.J. Ye and Soon-Yi Wu, First order optimality conditions for generalized semi-infinite programming problems, Journal of Optimization Theory and Applications vol. 137, 419-434, 2008
    
68. G.S. Liu and J.J. Ye, A merit function piecewise SQP Algorithm for solving mathematical programs with equilibrium constraints, Journal of Optimization Theory and Applications vol. 135, 623-641, 2007
    
69. Peilin Shi, Jane Ye and Julie Zhou, Discrete minimax designs for regression models with autocorrelated MA errors, Journal of Statistical Planning and Inference vol. 137, 2721-2731, 2007
    
70. Jane Ye and Julie Zhou, Existence and symmetry of minimax regression designs, Journal of Statistical Planning and Inference vol. 137, 344-354, 2007
    
71. D. Aussel and J.J. Ye, Quasiconvex programming with locally starshaped constraint region and applications to quasiconvex MPEC, Optimization vol. 55, 433-457, 2006
    
72. J.J. Ye, Constraint qualifications and KKT conditions for bilevel programming problems, Mathematics of Operations Research vol. 31, no. 4, 811-824, 2006
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73. Abderrahim Jourani and J.J. Ye, Error bounds for eigenvalue and semidefinite matrix inequality systems, Mathematical Programming series B, vol. 104, 525-540, 2005
    
74. Peilin Shi, Jane Ye and Julie Zhou, Discrete minimax designs for regression models with autocorrelated MA errors, Proceedings of the 5th St. Petersburg workshop on simulation 621-626, 2005
    
75. J.J. Ye, Necessary and sufficient optimality conditions for mathematical programs with equilibrium constraints, Journal of Mathematical Analysis and Applications vol. 307, 350-369, 2005
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76. J.J. Ye, Nondifferentiable multiplier rules for optimization and bilevel optimization problems, SIAM Journal on Optimization vol. 15, issue 1, 252-274, 2004
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77. Zili Wu and J.J. Ye, First-order and second-order conditions for error bounds, SIAM Journal on Optimization vol. 14, issue 3, 621-645, 2003
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78. Peilin Shi, J.J. Ye and Julie Zhou, Minimax robust designs for misspecified regression models, Canadian Journal of Statistics vol. 31, no. 4, 1-18, 2003
    
79. Zili Wu and J.J. Ye, Equivalences among various derivatives and subdifferentials of the distance function, Journal of Mathematical Analysis and Applications vol. 282, 629-647, 2003
    
80. J.J. Ye and Q.J. Zhu,, Multiobjective optimization problems with variational inequality constraints, Mathematical Programming vol. 96, no. 1, 139-160, 2003
    
81. Zili Wu and J.J. Ye,, On error bounds for lower semicontinuous functions, Mathematical Programming Ser. A. vol. 92, 301-314, 2002
    
82. Yves Lucet and Jane .J. Ye, Erratum: Sensitivity analysis of the value function for optimization problems with variational inequality constraints, SIAM Journal on Control and Optimization vol. 41, no. 4, 1315-1319, 2002
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83. Zili Wu and J.J. Ye, On error bounds for lower semicontinuous functions on Banach spaces, Proceedings of the 5th International Conference on Optimization: technique and applications December 15-17, 2001, Hong Kong, D. Li (editor), Contemporary Development Company, 48-55, 2001
    
84. Zili Wu and J.J. Ye, Sufficient conditions for error bounds, SIAM Journal on Optimization vol. 12, issue 2, 421-435, 2001
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85. Yves Lucet and Jane J. Ye, Sensitivity analysis of the value function for optimization problems with variational inequality constraints, SIAM Journal on Control and Optimization vol. 40, no. 3, 699-723, 2001
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86. J.J. Ye, Multiplier rules under mixed assumptions of differentiability and Lipschitz continuity, SIAM Journal on Control and Optimization vol. 39, no. 5, 1441-1460, 2001
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87. J.J. Ye, Constraint qualifications and necessary optimality conditions for optimization problems with variational inequality constraints, SIAM Journal on Optimization vol. 10, issue 4, 943-962, 2000
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88. J.J. Ye, Discontinuous solutions for the Hamilton-Jacobi equations for exit time problems, SIAM Journal on Control and Optimization vol. 38, no. 4, 1067-1085, 2000
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89. Zili Wu and J.J. Ye, Some results on integration of subdifferentials, Nonlinear Analysis TMA vol. 39, 955-976, 2000
    
90. J.J. Ye, Optimality conditions for optimization problems with complementarity constraints, SIAM Journal on Optimization vol. 9, issue 2,374-387, 1999
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91. J.J. Ye, Necessary optimality conditions for control of strongly monotone variational inequalities, Proceeding of the IFIP WG 7.2 International Conference June 19-22, 1998, Hangzhou, China, Chen, Li, Yong and Zhou (Editors), Kluwer Academic Publishers, 153-169
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92. J.J. Ye, New uniform parametric error bounds, Journal of Optimization Theory and Applications vol. 98, no. 1, 197-219, July 1998
    
93. Jane J. Ye and Q. Jim Zhu, Hamilton-Jacobi theory for a generalized optimal stopping time problem, Nonlinear Analysis TMA. vol. 34, 1029-1053, 1998
    
94. J.J. Ye and X.Y. Ye, Necessary optimality conditions for optimization problems with variational inequality constraints, Mathematics of Operations Research vol. 22, no. 4, 977-997, 1997
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95. J.J. Ye, Necessary optimality conditions for bilevel dynamic problems, Proceeding of 36th IEEE conference on decision and control 1405-1410, 1997
    
96. J.J. Ye, D.L. Zhu and Q.J. Zhu, Exact penalization and necessary optimality conditions for generalized bilevel programming problems,, SIAM Journal on Optimization vol. 7, issue 2, 481-507, 1997
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97. J.J. Ye, Optimal strategies for bilevel dynamic problems, SIAM Journal on Control and Optimization vol. 35, No. 2, 512-531, 1997
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98. J.J. Ye and Q. J. Zhu, Perturbed differential inclusion problems with nonadditive L1 perturbations and applications, Journal of Optimization Theory and Applications vol. 92, No.1, 189-208, 1997
    
99. Jane J. Ye and Qiji Jim Zhu, Errata corrige: Perturbed differential inclusion problems with nonadditive L1 perturbations and applications , Journal of Optimization Theory and Applications vol. 103, No.1, 245-246, 1999
    
100. Jane J. Ye and Daoli Zhu, A note on optimality conditions for bilevel programming problems, Optimization vol. 39, 361-366, 1997
     
101. Jane J. Ye, Dynamic programming and maximum principle for control of piecewise deterministic Markov processes, AMS Lectures in Applied Mathematics: "The Mathematics of Stochastic Manufacturing Systems" Edited by George Yin and Qing Zhang, vol.33, 365-383, 1996
     
102. M.A.H. Dempster and J.J. Ye, Generalized Bellman-Hamilton-Jacobi optimality conditions for control problems with a boundary condition, Applied Mathematics and Optimization vol. 33, 211-225, 1996
     
103. Jane J. Ye, Necessary conditions for bilevel dynamic optimization problems, SIAM Journal on Control and Optimization vol. 33, No. 4, 1208-1223, 1995
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104. Jane J. Ye and Daoli Zhu, Optimality conditions for bilevel programming problems, Optimization vol. 33, 9-27, 1995
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105. M.A.H. Dempster and J.J. Ye, Impulse control of piecewise deterministic Markov Processes, The Annals of Applied Probability vol. 5, No. 2, 399-423, 1995
     
106. R. Stern and J.J. Ye, Variational analysis of an extended eigenvalue problem, Linear Algebra and its Applications vol. 220, 391-417, 1995
     
107. W.J. Reed and J.J. Ye, The role of stochastic monotonicity in the decision to conserve or harvest old-growth forest, Natural Resource Modeling vol. 8, No. 1, 47-79, 1994
     
108. W.J. Reed and J.J. Ye, Cost-benefit analysis applied to wilderness preservation --- option value uncertainty and ditonicity, Natural Resource Modeling vol. 8, No. 4, 335-372, 1994
     
109. Jane J. Ye, Perturbed infinite horizon optimal control problems, Journal of Mathematics Analysis and Applications vol. 182, No. 1, 90-112, 1994
     
110. Jane J. Ye, Generalized Bellman-Hamilton-Jacobi equations for piecewise deterministic Markov processes, System Modeling and Optimization, Proceedings of the 16th IFIP-TC7 Conference France, 541-550, 1993
     
111. Jane J. Ye, Nonsmooth maximum principle for infinite-horizon problems, Journal of Optimization Theory and Applications vol. 76, No. 3, 485-500, 1993
     
112. M.A.H. Dempster and J.J. Ye, Necessary and sufficient optimality conditions for control of piecewise deterministic Markov processes, Stochastics and Stochastics Reports vol. 40, 125-145, 1992
     
113. M.A.H. Dempster and J.J. Ye, A maximum principle for control of piecewise deterministic Markov processes, Approximation, Optimization and Computing: Theory and Applications, Elsevier Science Publishers B. V. (North-Holland), 235-240, IMACS, 1990
     
114. Jane J. Ye, Optimal Control of Piecewise Deterministic Markov Processes, Ph. D Thesis Department of Mathematics, Statistics and Computing Science, Dalhousie University, Halifax, Canada, 1990