Jong-Shi Pang

Orcid: 0000-0002-2224-6787

According to our database1, Jong-Shi Pang authored at least 163 papers between 1977 and 2024.

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Bibliography

2024
Continuous Selections of Solutions to Parametric Variational Inequalities.
SIAM J. Optim., March, 2024

Comparing solution paths of sparse quadratic minimization with a Stieltjes matrix.
Math. Program., March, 2024

On the number of pivots of Dantzig's simplex methods for linear and convex quadratic programs.
Oper. Res. Lett., 2024

2023
Some Strongly Polynomially Solvable Convex Quadratic Programs with Bounded Variables.
SIAM J. Optim., June, 2023

Linear-step solvability of some folded concave and singly-parametric sparse optimization problems.
Math. Program., April, 2023

Special Issue: Hierarchical Optimization.
Math. Program., April, 2023

Risk-Based Robust Statistical Learning by Stochastic Difference-of-Convex Value-Function Optimization.
Oper. Res., March, 2023

2022
Solving Nonsmooth and Nonconvex Compound Stochastic Programs with Applications to Risk Measure Minimization.
Math. Oper. Res., November, 2022

Asymptotic Properties of Stationary Solutions of Coupled Nonconvex Nonsmooth Empirical Risk Minimization.
Math. Oper. Res., 2022

Exact Penalization of Generalized Nash Equilibrium Problems.
Oper. Res., 2022

2021
Clustering by Orthogonal NMF Model and Non-Convex Penalty Optimization.
IEEE Trans. Signal Process., 2021

Nonconvex robust programming via value-function optimization.
Comput. Optim. Appl., 2021

2020
Two-Stage Stochastic Programming with Linearly Bi-parameterized Quadratic Recourse.
SIAM J. Optim., 2020

MultiComposite Nonconvex Optimization for Training Deep Neural Networks.
SIAM J. Optim., 2020

Piecewise affine parameterized value-function based bilevel non-cooperative games.
Math. Program., 2020

On Synchronous, Asynchronous, and Randomized Best-Response Schemes for Stochastic Nash Games.
Math. Oper. Res., 2020

A Study of Piecewise Linear-Quadratic Programs.
J. Optim. Theory Appl., 2020

An enhanced logical benders approach for linear programs with complementarity constraints.
J. Glob. Optim., 2020

2019
Estimation of Individualized Decision Rules Based on an Optimized Covariate-Dependent Equivalent of Random Outcomes.
SIAM J. Optim., 2019

Solving linear programs with complementarity constraints using branch-and-cut.
Math. Program. Comput., 2019

Correction to: On the pervasiveness of difference-convexity in optimization and statistics.
Math. Program., 2019

On the pervasiveness of difference-convexity in optimization and statistics.
Math. Program., 2019

Preface.
Math. Program., 2019

Structural properties of affine sparsity constraints.
Math. Program., 2019

Statistical Analysis of Stationary Solutions of Coupled Nonconvex Nonsmooth Empirical Risk Minimization.
CoRR, 2019

Clustering by Orthogonal Non-negative Matrix Factorization: A Sequential Non-convex Penalty Approach.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
A Link-Based Differential Complementarity System Formulation for Continuous-Time Dynamic User Equilibria with Queue Spillbacks.
Transp. Sci., 2018

Decomposition Methods for Computing Directional Stationary Solutions of a Class of Nonsmooth Nonconvex Optimization Problems.
SIAM J. Optim., 2018

Composite Difference-Max Programs for Modern Statistical Estimation Problems.
SIAM J. Optim., 2018

A study of the difference-of-convex approach for solving linear programs with complementarity constraints.
Math. Program., 2018

2017
Difference-of-Convex Learning: Directional Stationarity, Optimality, and Sparsity.
SIAM J. Optim., 2017

Two-stage non-cooperative games with risk-averse players.
Math. Program., 2017

Computing B-Stationary Points of Nonsmooth DC Programs.
Math. Oper. Res., 2017

2016
A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data: With applications in machine learning and signal processing.
IEEE Signal Process. Mag., 2016

On conic QPCCs, conic QCQPs and completely positive programs.
Math. Program., 2016

Some LCPs solvable in strongly polynomial time with Lemke's algorithm.
Math. Program., 2016

Enhanced models and improved solution for competitive biofuel supply chain design under land use constraints.
Eur. J. Oper. Res., 2016

Perfectly competitive capacity expansion games with risk-averse participants.
Comput. Optim. Appl., 2016

Inexact best-response schemes for stochastic Nash games: Linear convergence and Iteration complexity analysis.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

A unified distributed algorithm for non-cooperative games.
Proceedings of the Big Data over Networks, 2016

2015
An algorithm for global solution to bi-parametric linear complementarity constrained linear programs.
J. Glob. Optim., 2015

A Constructive Approach to Estimating Pure Characteristics Demand Models with Pricing.
Oper. Res., 2015

Global resolution of the support vector machine regression parameters selection problem with LPCC.
EURO J. Comput. Optim., 2015

2014
Decomposition by Partial Linearization: Parallel Optimization of Multi-Agent Systems.
IEEE Trans. Signal Process., 2014

A New Decomposition Method for Multiuser DC-Programming and Its Applications.
IEEE Trans. Signal Process., 2014

Real and Complex Monotone Communication Games.
IEEE Trans. Inf. Theory, 2014

Convex quadratic relaxations of nonconvex quadratically constrained quadratic programs.
Optim. Methods Softw., 2014

Using quadratic convex reformulation to tighten the convex relaxation of a quadratic program with complementarity constraints.
Optim. Lett., 2014

VI-constrained hemivariational inequalities: distributed algorithms and power control in ad-hoc networks.
Math. Program., 2014

Non-cooperative games with minmax objectives.
Comput. Optim. Appl., 2014

Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013
Joint Sensing and Power Allocation in Nonconvex Cognitive Radio Games: Quasi-Nash Equilibria.
IEEE Trans. Signal Process., 2013

Joint Sensing and Power Allocation in Nonconvex Cognitive Radio Games: Nash Equilibria and Distributed Algorithms.
IEEE Trans. Inf. Theory, 2013

Subspace Accelerated Matrix Splitting Algorithms for Asymmetric and Symmetric Linear Complementarity Problems.
SIAM J. Optim., 2013

On the solution of affine generalized Nash equilibrium problems with shared constraints by Lemke's method.
Math. Program., 2013

A New Distributed DC-Programming Method and its Application to Physical Layer Security.
CoRR, 2013

On convex quadratic programs with linear complementarity constraints.
Comput. Optim. Appl., 2013

Decomposition by partial linearization in multiuser systems.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
A unified numerical scheme for linear-quadratic optimal control problems with joint control and state constraints.
Optim. Methods Softw., 2012

A continuous-time linear complementarity system for dynamic user equilibria in single bottleneck traffic flows.
Math. Program., 2012

An LPCC approach to nonconvex quadratic programs.
Math. Program., 2012

On linear programs with linear complementarity constraints.
J. Glob. Optim., 2012

Equilibrium selection in MIMO communication games.
Proceedings of the 13th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2012

Equilibrium selection in power control games on the interference channel.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

2011
Nonconvex Games with Side Constraints.
SIAM J. Optim., 2011

A stackelberg game approach to distributed spectrum management.
Math. Program., 2011

Distributed dynamic pricing for MIMO interfering multiuser systems: A unified approach.
Proceedings of the 5th International Conference on NETwork Games, COntrol and OPtimization, 2011

2010
Design of cognitive radio systems under temperature-interference constraints: a variational inequality approach.
IEEE Trans. Signal Process., 2010

Convex Optimization, Game Theory, and Variational Inequality Theory.
IEEE Signal Process. Mag., 2010

Three modeling paradigms in mathematical programming.
Math. Program., 2010

Non-Zenoness of a class of differential quasi-variational inequalities.
Math. Program., 2010

Long-Run Equilibrium Modeling of Emissions Allowance Allocation Systems in Electric Power Markets.
Oper. Res., 2010

Convergence of discrete-time approximations of constrained linear-quadratic optimal control problems.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Nash equilibria: the variational approach.
Proceedings of the Convex Optimization in Signal Processing and Communications., 2010

2009
A generalized iterative water-filling algorithm for distributed power control in the presence of a jammer.
IEEE Trans. Signal Process., 2009

Flexible design of cognitive radio wireless systems.
IEEE Signal Process. Mag., 2009

Convergence of Time-Stepping Schemes for Passive and Extended Linear Complementarity Systems.
SIAM J. Numer. Anal., 2009

Solution dependence on initial conditions in differential variational inequalities.
Math. Program., 2009

Foreword: Special issue on nonlinear programming, variational inequalities, and stochastic programming.
Math. Program., 2009

Approximations of Nash equilibria.
Math. Program., 2009

Quasi-variational inequalities, generalized Nash equilibria, and multi-leader-follower games.
Comput. Manag. Sci., 2009

2008
Distributed Power Allocation With Rate Constraints in Gaussian Parallel Interference Channels.
IEEE Trans. Inf. Theory, 2008

On the Global Solution of Linear Programs with Linear Complementarity Constraints.
SIAM J. Optim., 2008

Classification model selection via bilevel programming.
Optim. Methods Softw., 2008

Differential variational inequalities.
Math. Program., 2008

Bilevel Optimization and Machine Learning.
Proceedings of the Computational Intelligence: Research Frontiers, 2008

2007
Strongly Regular Differential Variational Systems.
IEEE Trans. Autom. Control., 2007

Partially B-Regular Optimization and Equilibrium Problems.
Math. Oper. Res., 2007

Nash-Cournot Equilibria in Electric Power Markets with Piecewise Linear Demand Functions and Joint Constraints.
Oper. Res., 2007

Distributed Power Allocation with Rate Constraints in Gaussian Frequency-Selective Interference Channels
CoRR, 2007

Linear Complementarity Systems with Singleton Properties: Non-Zenoness.
Proceedings of the American Control Conference, 2007

2006
Lyapunov Stability of Complementarity and Extended Systems.
SIAM J. Optim., 2006

Conewise Linear Systems: Non-Zenoness and Observability.
SIAM J. Control. Optim., 2006

Analysis of Iterative Waterfilling Algorithm for Multiuser Power Control in Digital Subscriber Lines.
EURASIP J. Adv. Signal Process., 2006

Model Selection via Bilevel Optimization.
Proceedings of the International Joint Conference on Neural Networks, 2006

Lexicographic Max-Min Fair Rate Allocation in Random Access Wireless Networks.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005
Convergence of Time-Stepping Method for Initial and Boundary-Value Frictional Compliant Contact Problems.
SIAM J. Numer. Anal., 2005

Linear Complementarity Systems: Zeno States.
SIAM J. Control. Optim., 2005

Collusive game solutions via optimization.
Math. Program., 2005

QALSIC: Building an Articulate Educational Software for High School Inorganic Chemistry Laboratories.
Int. J. Artif. Intell. Educ., 2005

A Two-Point Boundary-Value Approach for Planning Manipulation Tasks.
Proceedings of the Robotics: Science and Systems I, 2005

2004
Continuous M-Estimators and Their Interpolation by Polynomials.
SIAM J. Numer. Anal., 2004

On the global minimization of the value-at-risk.
Optim. Methods Softw., 2004

Spatial oligopolistic equilibria with arbitrage, shared resources, and price function conjectures.
Math. Program., 2004

Design of Part Feeding and Assembly Processes with Dynamics.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

2003
A likelihood-MPEC approach to target classification.
Math. Program., 2003

Semismooth Homeomorphisms and Strong Stability of Semidefinite and Lorentz Complementarity Problems.
Math. Oper. Res., 2003

2002
A Time-Stepping Complementarity Approach for Frictionless Systems of Rigid Bodies.
SIAM J. Optim., 2002

2001
Properties of Oligopolistic Market Equilibria in Linearized DC Power Networks with Arbitrage and Supply Function Conjectures.
Proceedings of the System Modelling and Optimization XX, 2001

2000
Stability Characterizations of Fixtured Rigid Bodies with Coulomb Friction.
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000

1999
A Potential Reduction Newton Method for Constrained Equations.
SIAM J. Optim., 1999

Complementarity Constraint Qualifications and Simplified B-Stationarity Conditions for Mathematical Programs with Equilibrium Constraints.
Comput. Optim. Appl., 1999

Guest Editorial.
Comput. Optim. Appl., 1999

1998
Existence of Solutions to Discrete Semicoercive Frictional Contact Problems.
SIAM J. Optim., 1998

Some Feasibility Issues in Mathematical Programs with Equilibrium Constraints.
SIAM J. Optim., 1998

On Two Interior-Point Mappings for Nonlinear Semidefinite Complementarity Problems.
Math. Oper. Res., 1998

A Globally Convergent Sequential Quadratic Programming Algorithm for Mathematical Programs with Linear Complementarity Constraints.
Comput. Optim. Appl., 1998

1997
Engineering and Economic Applications of Complementarity Problems.
SIAM Rev., 1997

Error bounds in mathematical programming.
Math. Program., 1997

Dynamic multi-rigid-body systems with concurrent distributed contacts.
Proceedings of the 1997 IEEE International Conference on Robotics and Automation, 1997

1996
An interior point potential reduction method for constrained equations.
Math. Program., 1996

Complementarity formulations and existence of solutions of dynamic multi-rigid-body contact problems with Coulomb friction.
Math. Program., 1996

Exact penalization and stationarity conditions of mathematical programs with equilibrium constraints.
Math. Program., 1996

Piecewise Smoothness, Local Invertibility, and Parametric Analysis of Normal Maps.
Math. Oper. Res., 1996

Properties of an Interior-Point Mapping for Mixed Complementarity Problems.
Math. Oper. Res., 1996

A complementarity approach to a quasistatic multi-rigid-body contact problem.
Comput. Optim. Appl., 1996

1995
The Extended Linear Complementarity Problem.
SIAM J. Matrix Anal. Appl., 1995

A Positive Algorithm for the Nonlinear Complementarity Problem.
SIAM J. Optim., 1995

1994
Serial and Parallel Computation of Karush-Kuhn-Tucker Points via Nonsmooth Equations.
SIAM J. Optim., 1994

Error bounds for analytic systems and their applications.
Math. Program., 1994

1993
Nonsmooth Equations: Motivation and Algorithms.
SIAM J. Optim., 1993

NE/SQP: A robust algorithm for the nonlinear complementarity problem.
Math. Program., 1993

A degree-theoretic approach to parametric nonsmooth equations with multivalued perturbed solution sets.
Math. Program., 1993

Convergence of splitting and Newton methods for complementarity problems: An application of some sensitivity results.
Math. Program., 1993

The basic theorem of complementarity revisited.
Math. Program., 1993

1992
Globally Convergent Newton Methods for Nonsmooth Equations.
Math. Oper. Res., 1992

Some Existence Results for Multivalued Complementarity Problems.
Math. Oper. Res., 1992

On Solution Stability of the Linear Complementarity Problem.
Math. Oper. Res., 1992

An inexact NE/SQP method for solving the nonlinear complementarity problem.
Comput. Optim. Appl., 1992

1991
Minimization of Locally Lipschitzian Functions.
SIAM J. Optim., 1991

A B-differentiable equation-based, globally and locally quadratically convergent algorithm for nonlinear programs, complementarity and variational inequality problems.
Math. Program., 1991

1990
Finite-Dimensional Variational Inequality and Nonlinear Complementarity Problems: A Survey of Theory, Algorithms and Applications.
Math. Program., 1990

Newton's Method for B-Differentiable Equations.
Math. Oper. Res., 1990

1988
Parallel Newton methods for the nonlinear complementarity problem.
Math. Program., 1988

1987
Two counterexamples on the polynomial solvability of the linear complementarity problem.
Math. Program., 1987

A Posteriori Error Bounds for the Linearly-Constrained Variational Inequality Problem.
Math. Oper. Res., 1987

1986
Inexact Newton methods for the nonlinear complementarity problem.
Math. Program., 1986

1985
Asymmetric variational inequality problems over product sets: Applications and iterative methods.
Math. Program., 1985

1984
Linearized simplicial decomposition methods for computing traffic equilibria on networks.
Networks, 1984

A special spatial equilibrium problem.
Networks, 1984

1982
Iterative methods for variational and complementarity problems.
Math. Program., 1982

The Generalized Quasi-Variational Inequality Problem.
Math. Oper. Res., 1982

1981
A parametric linear complementarity technique for the computation of equilibrium prices in a single commodity spatial model.
Math. Program., 1981

A unification of two classes of <i>Q</i>-matrices.
Math. Program., 1981

An equivalence between two algorithms for quadratic programming.
Math. Program., 1981

A Column Generation Technique for the Computation of Stationary Points.
Math. Oper. Res., 1981

1980
A Parametric Linear Complementarity Technique for Optimal Portfolio Selection with a Risk-Free Asset.
Oper. Res., 1980

A New and Efficient Algorithm for a Class of Portfolio Selection Problems.
Oper. Res., 1980

1979
On the solution of some (parametric) linear complementarity problems with applications to portfolio selection, structural engineering and actuarial graduation.
Math. Program., 1979

On a class of least-element complementarity problems.
Math. Program., 1979

On <i>Q</i>-matrices.
Math. Program., 1979

1978
A Least-Element Theory of Solving Linear Complementarity Problems as Linear Programs.
Math. Oper. Res., 1978

1977
A note on an open problem in linear complementarity.
Math. Program., 1977


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