Guoyin Li, Ph.D. - Publications

Affiliations: 
2007 The Chinese University of Hong Kong, Hong Kong, Hong Kong 
Area:
Mathematics

75 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Chieu NH, Jeyakumar V, Li G. Convexifiability of continuous and discrete nonnegative quadratic programs for gap-free duality European Journal of Operational Research. 280: 441-452. DOI: 10.1016/J.Ejor.2019.08.009  0.454
2020 Woolnough D, Jeyakumar V, Li G. Exact conic programming reformulations of two-stage adjustable robust linear programs with new quadratic decision rules Optimization Letters. DOI: 10.1007/S11590-020-01595-Y  0.365
2019 Tang C, Jian J, Li G. A proximal-projection partial bundle method for convex constrained minimax problems Journal of Industrial and Management Optimization. 15: 757-774. DOI: 10.3934/Jimo.2018069  0.47
2019 Feng J, Liu L, Wu D, Li G, Beer M, Gao W. Dynamic reliability analysis using the extended support vector regression (X-SVR) Mechanical Systems and Signal Processing. 126: 368-391. DOI: 10.1016/J.Ymssp.2019.02.027  0.328
2019 Chieu NH, Chuong TD, Jeyakumar V, Li G. A copositive Farkas lemma and minimally exact conic relaxations for robust quadratic optimization with binary and quadratic constraints Operations Research Letters. 47: 530-536. DOI: 10.1016/J.Orl.2019.09.013  0.552
2019 Chuong TD, Jeyakumar V, Li G. A new bounded degree hierarchy with SOCP relaxations for global polynomial optimization and conic convex semi-algebraic programs Journal of Global Optimization. 75: 885-919. DOI: 10.1007/S10898-019-00831-9  0.584
2018 Jeyakumar V, Li G. Exact Second-Order Cone Programming Relaxations for Some Nonconvex Minimax Quadratic Optimization Problems Siam Journal On Optimization. 28: 760-787. DOI: 10.1137/16M1058480  0.52
2018 Goberna MA, Jeyakumar V, Li G, Vicente-Pérez J. Guaranteeing highly robust weakly efficient solutions for uncertain multi-objective convex programs European Journal of Operational Research. 270: 40-50. DOI: 10.1016/J.Ejor.2018.03.018  0.462
2018 Chieu NH, Jeyakumar V, Li G, Mohebi H. Constraint qualifications for convex optimization without convexity of constraints : New connections and applications to best approximation European Journal of Operational Research. 265: 19-25. DOI: 10.1016/J.Ejor.2017.07.038  0.509
2018 Feng J, Wu D, Gao W, Li G. Hybrid uncertain natural frequency analysis for structures with random and interval fields Computer Methods in Applied Mechanics and Engineering. 328: 365-389. DOI: 10.1016/J.Cma.2017.09.004  0.347
2018 Chieu NH, Feng JW, Gao W, Li G, Wu D. SOS-Convex Semialgebraic Programs and its Applications to Robust Optimization: A Tractable Class of Nonsmooth Convex Optimization Set-Valued and Variational Analysis. 26: 305-326. DOI: 10.1007/S11228-017-0456-1  0.569
2018 Bomze IM, Jeyakumar V, Li G. Extended Trust-Region Problems with One or Two Balls: Exact Copositive and Lagrangian Relaxations Journal of Global Optimization. 71: 551-569. DOI: 10.1007/S10898-018-0607-4  0.522
2018 Li G, Pong TK. Calculus of the Exponent of Kurdyka–Łojasiewicz Inequality and Its Applications to Linear Convergence of First-Order Methods Foundations of Computational Mathematics. 18: 1199-1232. DOI: 10.1007/S10208-017-9366-8  0.524
2018 Hu S, Li G. Convergence rate analysis for the higher order power method in best rank one approximations of tensors Numerische Mathematik. 140: 993-1031. DOI: 10.1007/S00211-018-0981-3  0.396
2017 Borwein JM, Li G, Tam MK. Convergence Rate Analysis for Averaged Fixed Point Iterations in Common Fixed Point Problems Siam Journal On Optimization. 27: 1-33. DOI: 10.1137/15M1045223  0.449
2017 Chieu NH, Jeyakumar V, Li G. A convergent hierarchy of SDP relaxations for a class of hard robust global polynomial optimization problems Operations Research Letters. 45: 325-333. DOI: 10.1016/J.Orl.2017.04.005  0.568
2017 Che M, Li G, Qi L, Wei Y. Pseudo-spectra theory of tensors and tensor polynomial eigenvalue problems Linear Algebra and Its Applications. 533: 536-572. DOI: 10.1016/J.Laa.2017.07.026  0.444
2017 Feng J, Wu D, Gao W, Li G. Uncertainty analysis for structures with hybrid random and interval parameters using mathematical programming approach Applied Mathematical Modelling. 48: 208-232. DOI: 10.1016/J.Apm.2017.03.066  0.371
2017 Jeyakumar V, Li G. Exact Conic Programming Relaxations for a Class of Convex Polynomial Cone Programs Journal of Optimization Theory and Applications. 172: 156-178. DOI: 10.1007/S10957-016-1023-X  0.51
2017 Li G, Liu T, Pong TK. Peaceman–Rachford splitting for a class of nonconvex optimization problems Computational Optimization and Applications. 68: 407-436. DOI: 10.1007/S10589-017-9915-8  0.536
2017 Drusvyatskiy D, Li G, Wolkowicz H. A note on alternating projections for ill-posed semidefinite feasibility problems Mathematical Programming. 162: 537-548. DOI: 10.1007/S10107-016-1048-9  0.34
2017 Chen H, Chen Y, Li G, Qi L. A semidefinite program approach for computing the maximum eigenvalue of a class of structured tensors and its applications in hypergraphs and copositivity test Numerical Linear Algebra With Applications. 25: e2125. DOI: 10.1002/Nla.2125  0.42
2016 Chen H, Li G, Qi L. SOS tensor decomposition: Theory and applications Communications in Mathematical Sciences. 14: 2073-2100. DOI: 10.4310/Cms.2016.V14.N8.A1  0.374
2016 Jeyakumar V, Lasserre JB, Li G, Phạm TS. Convergent Semidefinite Programming Relaxations for Global Bilevel Polynomial Optimization Problems Siam Journal On Optimization. 26: 753-780. DOI: 10.1137/15M1017922  0.496
2016 Goberna MA, Jeyakumar V, Li G, Linh N. Radius of robust feasibility formulas for classes of convex programs with uncertain polynomial constraints Operations Research Letters. 44: 67-73. DOI: 10.1016/J.Orl.2015.11.011  0.524
2016 Chen H, Li G, Qi L. Further results on Cauchy tensors and Hankel tensors Applied Mathematics and Computation. 275: 50-62. DOI: 10.1016/J.Amc.2015.11.051  0.375
2016 Hu S, Li G, Qi L. A Tensor Analogy of Yuan’s Theorem of the Alternative and Polynomial Optimization with Sign structure Journal of Optimization Theory and Applications. 168: 446-474. DOI: 10.1007/S10957-014-0652-1  0.565
2016 Li G, Mordukhovich BS, Nghia TTA, Phạm TS. Error bounds for parametric polynomial systems with applications to higher-order stability analysis and convergence rates Mathematical Programming. 1-34. DOI: 10.1007/S10107-016-1014-6  0.561
2015 Li G, Pong TK. Global convergence of splitting methods for nonconvex composite op timization Siam Journal On Optimization. 25: 2434-2460. DOI: 10.1137/140998135  0.475
2015 Jeyakumar V, Li G. A new class of alternative theorems for SOS-convex inequalities and robust optimization Applicable Analysis. 94: 56-74. DOI: 10.1080/00036811.2013.859251  0.572
2015 Jeyakumar V, Li G. A bilevel Farkas lemma to characterizing global solutions of a class of bilevel polynomial programs Operations Research Letters. 43: 405-410. DOI: 10.1016/J.Orl.2015.05.006  0.472
2015 Goberna MA, Jeyakumar V, Li G, Vicente-Pérez J. Robust solutions to multi-objective linear programs with uncertain data European Journal of Operational Research. 242: 730-743. DOI: 10.1016/J.Ejor.2014.10.027  0.446
2015 Wu D, Gao W, Li G, Tangaramvong S, Tin-Loi F. Robust assessment of collapse resistance of structures under uncertain loads based on Info-Gap model Computer Methods in Applied Mechanics and Engineering. 285: 208-227. DOI: 10.1016/J.Cma.2014.10.038  0.398
2015 Jeyakumar V, Li G, Vicente-Pérez J. Robust SOS-convex polynomial optimization problems: exact SDP relaxations Optimization Letters. 9: 1-18. DOI: 10.1007/S11590-014-0732-Z  0.551
2015 Jeyakumar V, Lee GM, Li G. Characterizing Robust Solution Sets of Convex Programs under Data Uncertainty Journal of Optimization Theory and Applications. 164: 407-435. DOI: 10.1007/S10957-014-0564-0  0.525
2015 Jeyakumar V, Kim S, Lee GM, Li G. Semidefinite programming relaxation methods for global optimization problems with sparse polynomials and unbounded semialgebraic feasible sets Journal of Global Optimization. DOI: 10.1007/S10898-015-0356-6  0.517
2015 Li G, Pong TK. Douglas–Rachford splitting for nonconvex optimization with application to nonconvex feasibility problems Mathematical Programming. 1-31. DOI: 10.1007/S10107-015-0963-5  0.521
2014 Goberna MA, Jeyakumar V, Li G, Vicente-Pérez J. Robust Solutions of MultiObjective Linear Semi-Infinite Programs under Constraint Data Uncertainty Siam Journal On Optimization. 24: 1402-1419. DOI: 10.1137/130939596  0.482
2014 Borwein JM, Li G, Yao L. Analysis of the Convergence Rate for the Cyclic Projection Algorithm Applied to Basic Semialgebraic Convex Sets Siam Journal On Optimization. 24: 498-527. DOI: 10.1137/130919052  0.425
2014 Jeyakumar V, Li G, Suthaharan S. Support vector machine classifiers with uncertain knowledge sets via robust optimization Optimization. 63: 1099-1116. DOI: 10.1080/02331934.2012.703667  0.5
2014 Jeyakumar V, Phạm TS, Li G. Convergence of the Lasserre hierarchy of SDP relaxations for convex polynomial programs without compactness Operations Research Letters. 42: 34-40. DOI: 10.1016/J.Orl.2013.11.005  0.561
2014 Yuan G, Wei Z, Li G. A modified Polak-Ribière-Polyak conjugate gradient algorithm for nonsmooth convex programs Journal of Computational and Applied Mathematics. 255: 86-96. DOI: 10.1016/J.Cam.2013.04.032  0.476
2014 Jeyakumar V, Lasserre JB, Li G. On Polynomial Optimization Over Non-compact Semi-algebraic Sets Journal of Optimization Theory and Applications. 163: 707-718. DOI: 10.1007/S10957-014-0545-3  0.583
2014 Jeyakumar V, Li G, Srisatkunarajah S. Global optimality principles for polynomial optimization over box or bivalent constraints by separable polynomial approximations Journal of Global Optimization. 58: 31-50. DOI: 10.1007/S10898-013-0058-X  0.561
2014 Li G, Ma AKC, Pong TK. Robust least square semidefinite programming with applications Computational Optimization and Applications. 58: 347-379. DOI: 10.1007/S10589-013-9634-8  0.572
2014 Li G, Mordukhovich BS, Phạm TS. New fractional error bounds for polynomial systems with applications to Hölderian stability in optimization and spectral theory of tensors Mathematical Programming. 153: 333-362. DOI: 10.1007/S10107-014-0806-9  0.49
2013 Li G, Qi L, Yu G. Semismoothness of the maximum eigenvalue function of a symmetric tensor and its application Linear Algebra and Its Applications. 438: 813-833. DOI: 10.1016/J.Laa.2011.10.043  0.486
2013 Jeyakumar V, Li G, Srisatkunarajah S. Strong duality for robust minimax fractional programming problems European Journal of Operational Research. 228: 331-336. DOI: 10.1016/J.Ejor.2013.02.015  0.504
2013 Hu S, Li G, Qi L, Song Y. Finding the Maximum Eigenvalue of Essentially Nonnegative Symmetric Tensors via Sum of Squares Programming Journal of Optimization Theory and Applications. 158: 717-738. DOI: 10.1007/S10957-013-0293-9  0.556
2013 Goberna MA, Jeyakumar V, Li G, López MA. Robust linear semi-infinite programming duality under uncertainty Mathematical Programming. 139: 185-203. DOI: 10.1007/S10107-013-0668-6  0.546
2013 Li G. Global error bounds for piecewise convex polynomials Mathematical Programming. 137: 37-64. DOI: 10.1007/S10107-011-0481-Z  0.484
2013 Li G, Qi L, Yu G. The Z -eigenvalues of a symmetric tensor and its application to spectral hypergraph theory Numerical Linear Algebra With Applications. 20: 1001-1029. DOI: 10.1002/Nla.1877  0.425
2012 Li G, Mordukhovich BS. Hölder metric subregularity with applications to proximal point method Siam Journal On Optimization. 22: 1655-1684. DOI: 10.1137/120864660  0.4
2012 Jeyakumar V, Li G. Exact SDP relaxations for classes of nonlinear semidefinite programming problems Operations Research Letters. 40: 529-536. DOI: 10.1016/J.Orl.2012.09.006  0.524
2012 Jeyakumar V, Li G, Lee GM. Robust duality for generalized convex programming problems under data uncertainty Nonlinear Analysis-Theory Methods & Applications. 75: 1362-1373. DOI: 10.1016/J.Na.2011.04.006  0.562
2012 Jeyakumar V, Wang JH, Li G. Lagrange multiplier characterizations of robust best approximations under constraint data uncertainty Journal of Mathematical Analysis and Applications. 393: 285-297. DOI: 10.1016/J.Jmaa.2012.03.037  0.428
2012 Li G. Global Quadratic Minimization over Bivalent Constraints: Necessary and Sufficient Global Optimality Condition Journal of Optimization Theory and Applications. 152: 710-726. DOI: 10.1007/S10957-011-9930-3  0.494
2011 Tang CM, Jian JB, Li GY. A working set SQCQP algorithm with simple nonmonotone penalty parameters Journal of Computational and Applied Mathematics. 236: 1382-1398. DOI: 10.1016/J.Cam.2011.09.002  0.437
2011 Jeyakumar V, Li G. Robust Farkas’ lemma for uncertain linear systems with applications Positivity. 15: 331-342. DOI: 10.1007/S11117-010-0078-4  0.431
2011 Jeyakumar V, Li G. Robust Duality for Fractional Programming Problems with Constraint-Wise Data Uncertainty Journal of Optimization Theory and Applications. 151: 292-303. DOI: 10.1007/S10957-011-9896-1  0.483
2011 Jeyakumar V, Li G. Regularized Lagrangian duality for linearly constrained quadratic optimization and trust-region problems Journal of Global Optimization. 49: 1-14. DOI: 10.1007/S10898-009-9518-8  0.57
2010 Li G. On the Asymptotically Well Behaved Functions and Global Error Bound for Convex Polynomials Siam Journal On Optimization. 20: 1923-1943. DOI: 10.1137/080733668  0.425
2010 Jeyakumar V, Li G. Characterizing robust set containments and solutions of uncertain linear programs without qualifications Operations Research Letters. 38: 188-194. DOI: 10.1016/J.Orl.2009.12.004  0.443
2010 Jeyakumar V, Li G. New strong duality results for convex programs with separable constraints European Journal of Operational Research. 207: 1203-1209. DOI: 10.1016/J.Ejor.2010.07.007  0.486
2010 Li G, Tang C, Wei Z. Error bound results for generalized D-gap functions of nonsmooth variational inequality problems Journal of Computational and Applied Mathematics. 233: 2795-2806. DOI: 10.1016/J.Cam.2009.11.025  0.513
2009 Li G, Ng KF. Error Bounds of Generalized D-Gap Functions for Nonsmooth and Nonmonotone Variational Inequality Problems Siam Journal On Optimization. 20: 667-690. DOI: 10.1137/070696283  0.612
2009 Jeyakumar V, Li G. Farkas’ lemma for separable sublinear inequalities without qualifications Optimization Letters. 3: 537-545. DOI: 10.1007/S11590-009-0133-X  0.512
2009 Jeyakumar V, Huy NQ, Li G. Necessary and sufficient conditions for S-lemma and nonconvex quadratic optimization Optimization and Engineering. 10: 491-503. DOI: 10.1007/S11081-008-9076-9  0.442
2008 Yu G, Guan L, Li G. Global convergence of modified Polak-Ribière-Polyak conjugate gradient methods with sufficient descent property Journal of Industrial and Management Optimization. 4: 565-579. DOI: 10.3934/Jimo.2008.4.565  0.333
2008 Li G, Tang C, Yu G, Wei Z. On a separation principle for nonconvex sets Set-Valued Analysis. 16: 851-860. DOI: 10.1007/S11228-008-0099-3  0.417
2007 Li G, Ng KF, Zheng XY. Unified approach to some geometric results in variational analysis Journal of Functional Analysis. 248: 317-343. DOI: 10.1016/J.Jfa.2007.04.001  0.664
2007 Li G, Tang C, Wei Z. New conjugacy condition and related new conjugate gradient methods for unconstrained optimization Journal of Computational and Applied Mathematics. 202: 523-539. DOI: 10.1016/J.Cam.2006.03.005  0.377
2007 Tang Cm, Wei Zx, Li Gy. A new version of the Liu-Storey conjugate gradient method Applied Mathematics and Computation. 189: 302-313. DOI: 10.1016/J.Amc.2006.11.098  0.339
2006 Wei Z, Li G, Qi L. New nonlinear conjugate gradient formulas for large-scale unconstrained optimization problems Applied Mathematics and Computation. 179: 407-430. DOI: 10.1016/J.Amc.2005.11.150  0.447
2006 Wei Z, Li G, Qi L. New quasi-Newton methods for unconstrained optimization problems Applied Mathematics and Computation. 175: 1156-1188. DOI: 10.1016/J.Amc.2005.08.027  0.411
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