Jong-Shi Pang

ORCID

Publication Activity (10 Years)

Years Active: 1977-2024
Publications (10 Years): 42

Top Venues

Publications

Shaoning Han, Jong-Shi Pang
Continuous Selections of Solutions to Parametric Variational Inequalities. SIAM J. Optim. 34 (1) (2024)
Shaoning Han, Xinyao Zhang, Jong-Shi Pang
On the number of pivots of Dantzig's simplex methods for linear and convex quadratic programs. Oper. Res. Lett. 53 (2024)
Ziyu He, Shaoning Han, Andrés Gómez, Ying Cui, Jong-Shi Pang
Comparing solution paths of sparse quadratic minimization with a Stieltjes matrix. Math. Program. 204 (1) (2024)
Junyi Liu, Jong-Shi Pang
Risk-Based Robust Statistical Learning by Stochastic Difference-of-Convex Value-Function Optimization. Oper. Res. 71 (2) (2023)
Jong-Shi Pang, Shaoning Han
Some Strongly Polynomially Solvable Convex Quadratic Programs with Bounded Variables. SIAM J. Optim. 33 (2) (2023)
Kristin P. Bennett, Michael C. Ferris, Jong-Shi Pang, Mikhail V. Solodov, Stephen J. Wright
Special Issue: Hierarchical Optimization. Math. Program. 198 (2) (2023)
Andrés Gómez, Ziyu He, Jong-Shi Pang
Linear-step solvability of some folded concave and singly-parametric sparse optimization problems. Math. Program. 198 (2) (2023)
Qin Ba, Jong-Shi Pang
Exact Penalization of Generalized Nash Equilibrium Problems. Oper. Res. 70 (3) (2022)
Zhengling Qi, Ying Cui, Yufeng Liu, Jong-Shi Pang
Asymptotic Properties of Stationary Solutions of Coupled Nonconvex Nonsmooth Empirical Risk Minimization. Math. Oper. Res. 47 (3) (2022)
Junyi Liu, Ying Cui, Jong-Shi Pang
Solving Nonsmooth and Nonconvex Compound Stochastic Programs with Applications to Risk Measure Minimization. Math. Oper. Res. 47 (4) (2022)
Ying Cui, Ziyu He, Jong-Shi Pang
Nonconvex robust programming via value-function optimization. Comput. Optim. Appl. 78 (2) (2021)
Shuai Wang, Tsung-Hui Chang, Ying Cui, Jong-Shi Pang
Clustering by Orthogonal NMF Model and Non-Convex Penalty Optimization. IEEE Trans. Signal Process. 69 (2021)
Ying Cui, Tsung-Hui Chang, Mingyi Hong, Jong-Shi Pang
A Study of Piecewise Linear-Quadratic Programs. J. Optim. Theory Appl. 186 (2) (2020)
Jinlong Lei, Uday V. Shanbhag, Jong-Shi Pang, Suvrajeet Sen
On Synchronous, Asynchronous, and Randomized Best-Response Schemes for Stochastic Nash Games. Math. Oper. Res. 45 (1) (2020)
Tianyu Hao, Jong-Shi Pang
Piecewise affine parameterized value-function based bilevel non-cooperative games. Math. Program. 180 (1) (2020)
Ying Cui, Ziyu He, Jong-Shi Pang
MultiComposite Nonconvex Optimization for Training Deep Neural Networks. SIAM J. Optim. 30 (2) (2020)
Junyi Liu, Ying Cui, Jong-Shi Pang, Suvrajeet Sen
Two-Stage Stochastic Programming with Linearly Bi-parameterized Quadratic Recourse. SIAM J. Optim. 30 (3) (2020)
Francisco Jara-Moroni, John E. Mitchell, Jong-Shi Pang, Andreas Wächter
An enhanced logical benders approach for linear programs with complementarity constraints. J. Glob. Optim. 77 (4) (2020)
Maher Nouiehed, Jong-Shi Pang, Meisam Razaviyayn
Correction to: On the pervasiveness of difference-convexity in optimization and statistics. Math. Program. 174 (1-2) (2019)
Maher Nouiehed, Jong-Shi Pang, Meisam Razaviyayn
On the pervasiveness of difference-convexity in optimization and statistics. Math. Program. 174 (1-2) (2019)
Zhengling Qi, Ying Cui, Yufeng Liu, Jong-Shi Pang
Estimation of Individualized Decision Rules Based on an Optimized Covariate-Dependent Equivalent of Random Outcomes. SIAM J. Optim. 29 (3) (2019)
Bin Yu, John E. Mitchell, Jong-Shi Pang
Solving linear programs with complementarity constraints using branch-and-cut. Math. Program. Comput. 11 (2) (2019)
Shuai Wang, Tsung-Hui Chang, Ying Cui, Jong-Shi Pang
Clustering by Orthogonal NMF Model and Non-Convex Penalty Optimization. CoRR (2019)
Yufeng Liu, Jong-Shi Pang, Jack Xin
Preface. Math. Program. 176 (1-2) (2019)
Shuai Wang, Tsung-Hui Chang, Ying Cui, Jong-Shi Pang
Clustering by Orthogonal Non-negative Matrix Factorization: A Sequential Non-convex Penalty Approach. ICASSP (2019)
Zhengling Qi, Ying Cui, Yufeng Liu, Jong-Shi Pang
Statistical Analysis of Stationary Solutions of Coupled Nonconvex Nonsmooth Empirical Risk Minimization. CoRR (2019)
Zhengling Qi, Ying Cui, Yufeng Liu, Jong-Shi Pang
Estimation of Individualized Decision Rules Based on an Optimized Covariate-Dependent Equivalent of Random Outcomes. CoRR (2019)
Hongbo Dong, Miju Ahn, Jong-Shi Pang
Structural properties of affine sparsity constraints. Math. Program. 176 (1-2) (2019)
Rui Ma, Xuegang (Jeff) Ban, Jong-Shi Pang
A Link-Based Differential Complementarity System Formulation for Continuous-Time Dynamic User Equilibria with Queue Spillbacks. Transp. Sci. 52 (3) (2018)
Qin Ba, Jong-Shi Pang
Exact Penalization of Generalized Nash Equilibrium Problems. CoRR (2018)
Ying Cui, Jong-Shi Pang, Bodhisattva Sen
Composite Difference-Max Programs for Modern Statistical Estimation Problems. SIAM J. Optim. 28 (4) (2018)
Francisco Jara-Moroni, Jong-Shi Pang, Andreas Wächter
A study of the difference-of-convex approach for solving linear programs with complementarity constraints. Math. Program. 169 (1) (2018)
Jong-Shi Pang, Min Tao
Decomposition Methods for Computing Directional Stationary Solutions of a Class of Nonsmooth Nonconvex Optimization Problems. SIAM J. Optim. 28 (2) (2018)
Miju Ahn, Jong-Shi Pang, Jack Xin
Difference-of-Convex Learning: Directional Stationarity, Optimality, and Sparsity. SIAM J. Optim. 27 (3) (2017)
Jong-Shi Pang, Suvrajeet Sen, Uday V. Shanbhag
Two-stage non-cooperative games with risk-averse players. Math. Program. 165 (1) (2017)
Jong-Shi Pang, Meisam Razaviyayn, Alberth Alvarado
Computing B-Stationary Points of Nonsmooth DC Programs. Math. Oper. Res. 42 (1) (2017)
Uday V. Shanbhag, Jong-Shi Pang, Suvrajeet Sen
Inexact best-response schemes for stochastic Nash games: Linear convergence and Iteration complexity analysis. CDC (2016)
Lijie Bai, John E. Mitchell, Jong-Shi Pang
On conic QPCCs, conic QCQPs and completely positive programs. Math. Program. 159 (1-2) (2016)
Dane A. Schiro, Benjamin F. Hobbs, Jong-Shi Pang
Perfectly competitive capacity expansion games with risk-averse participants. Comput. Optim. Appl. 65 (2) (2016)
Ilan Adler, Richard W. Cottle, Jong-Shi Pang
Some LCPs solvable in strongly polynomial time with Lemke's algorithm. Math. Program. 160 (1-2) (2016)
Mingyi Hong, Meisam Razaviyayn, Zhi-Quan Luo, Jong-Shi Pang
A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data: With applications in machine learning and signal processing. IEEE Signal Process. Mag. 33 (1) (2016)
Yun Bai, Yanfeng Ouyang, Jong-Shi Pang
Enhanced models and improved solution for competitive biofuel supply chain design under land use constraints. Eur. J. Oper. Res. 249 (1) (2016)
Jong-Shi Pang, Che-Lin Su, Yu-Ching Lee
A Constructive Approach to Estimating Pure Characteristics Demand Models with Pricing. Oper. Res. 63 (3) (2015)
Yu-Ching Lee, Jong-Shi Pang, John E. Mitchell
An algorithm for global solution to bi-parametric linear complementarity constrained linear programs. J. Glob. Optim. 62 (2) (2015)
Yu-Ching Lee, Jong-Shi Pang, John E. Mitchell
Global resolution of the support vector machine regression parameters selection problem with LPCC. EURO J. Comput. Optim. 3 (3) (2015)
Alberth Alvarado, Gesualdo Scutari, Jong-Shi Pang
A New Decomposition Method for Multiuser DC-Programming and Its Applications. IEEE Trans. Signal Process. 62 (11) (2014)
Gesualdo Scutari, Francisco Facchinei, Peiran Song, Daniel P. Palomar, Jong-Shi Pang
Decomposition by Partial Linearization: Parallel Optimization of Multi-Agent Systems. IEEE Trans. Signal Process. 62 (3) (2014)
John E. Mitchell, Jong-Shi Pang, Bin Yu
Convex quadratic relaxations of nonconvex quadratically constrained quadratic programs. Optim. Methods Softw. 29 (1) (2014)
Gesualdo Scutari, Francisco Facchinei, Jong-Shi Pang, Daniel P. Palomar
Real and Complex Monotone Communication Games. IEEE Trans. Inf. Theory 60 (7) (2014)
Francisco Facchinei, Jong-Shi Pang, Gesualdo Scutari, Lorenzo Lampariello
VI-constrained hemivariational inequalities: distributed algorithms and power control in ad-hoc networks. Math. Program. 145 (1-2) (2014)
Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo, Jong-Shi Pang
Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization. NIPS (2014)
Francisco Facchinei, Jong-Shi Pang, Gesualdo Scutari
Non-cooperative games with minmax objectives. Comput. Optim. Appl. 59 (1-2) (2014)
Lijie Bai, John E. Mitchell, Jong-Shi Pang
Using quadratic convex reformulation to tighten the convex relaxation of a quadratic program with complementarity constraints. Optim. Lett. 8 (3) (2014)
Daniel P. Robinson, Liming Feng, Jorge Nocedal, Jong-Shi Pang
Subspace Accelerated Matrix Splitting Algorithms for Asymmetric and Symmetric Linear Complementarity Problems. SIAM J. Optim. 23 (3) (2013)
Gesualdo Scutari, Jong-Shi Pang
Joint Sensing and Power Allocation in Nonconvex Cognitive Radio Games: Nash Equilibria and Distributed Algorithms. IEEE Trans. Inf. Theory 59 (7) (2013)
Gesualdo Scutari, Francisco Facchinei, Daniel Pérez Song, Daniel P. Palomar, Jong-Shi Pang
Decomposition by partial linearization in multiuser systems. ICASSP (2013)
Dane A. Schiro, Jong-Shi Pang, Uday V. Shanbhag
On the solution of affine generalized Nash equilibrium problems with shared constraints by Lemke's method. Math. Program. 142 (1-2) (2013)
Lijie Bai, John E. Mitchell, Jong-Shi Pang
On convex quadratic programs with linear complementarity constraints. Comput. Optim. Appl. 54 (3) (2013)
Gesualdo Scutari, Francisco Facchinei, Peiran Song, Daniel P. Palomar, Jong-Shi Pang
Decomposition by Partial Linearization: Parallel Optimization of Multi-Agent Systems CoRR (2013)
Alberth Alvarado, Gesualdo Scutari, Jong-Shi Pang
A New Distributed DC-Programming Method and its Application to Physical Layer Security. CoRR (2013)
Jong-Shi Pang, Gesualdo Scutari
Joint Sensing and Power Allocation in Nonconvex Cognitive Radio Games: Quasi-Nash Equilibria. IEEE Trans. Signal Process. 61 (9) (2013)
Jong-Shi Pang, Gesualdo Scutari
Joint Sensing and Power Allocation in Nonconvex Cognitive Radio Games: Quasi-Nash Equilibria CoRR (2012)
Jong-Shi Pang, Lanshan Han, Gitakrishnan Ramadurai, Satish V. Ukkusuri
A continuous-time linear complementarity system for dynamic user equilibria in single bottleneck traffic flows. Math. Program. 133 (1-2) (2012)
Gesualdo Scutari, Francisco Facchinei, Jong-Shi Pang, Lorenzo Lampariello
Equilibrium selection in power control games on the interference channel. INFOCOM (2012)
Jing Hu, John E. Mitchell, Jong-Shi Pang
An LPCC approach to nonconvex quadratic programs. Math. Program. 133 (1-2) (2012)
Jing Hu, John E. Mitchell, Jong-Shi Pang, Bin Yu
On linear programs with linear complementarity constraints. J. Glob. Optim. 53 (1) (2012)
Gesualdo Scutari, Francisco Facchinei, Jong-Shi Pang, Daniel P. Palomar
Real and Complex Monotone Communication Games CoRR (2012)
Gesualdo Scutari, Francisco Facchinei, Jong-Shi Pang
Equilibrium selection in MIMO communication games. SPAWC (2012)
Lanshan Han, M. Kanat Camlibel, Jong-Shi Pang, W. P. M. H. Heemels
A unified numerical scheme for linear-quadratic optimal control problems with joint control and state constraints. Optim. Methods Softw. 27 (4-5) (2012)
Gesualdo Scutari, Jong-Shi Pang
Joint Sensing and Power Allocation in Nonconvex Cognitive Radio Games: Nash Equilibria and Distributed Algorithms CoRR (2012)
Jong-Shi Pang, Gesualdo Scutari
Nonconvex Games with Side Constraints. SIAM J. Optim. 21 (4) (2011)
Meisam Razaviyayn, Zhi-Quan Luo, Paul Tseng, Jong-Shi Pang
A stackelberg game approach to distributed spectrum management. Math. Program. 129 (2) (2011)
Gesualdo Scutari, Jong-Shi Pang
Joint sensing and power allocation in nonconvex cognitive radio games: Quasi-nash equilibria. DSP (2011)
Gesualdo Scutari, Daniel P. Palomar, Francisco Facchinei, Jong-Shi Pang
Distributed dynamic pricing for MIMO interfering multiuser systems: A unified approach. NetGCoop (2011)
Gesualdo Scutari, Daniel Pérez Palomar, Francisco Facchinei, Jong-Shi Pang
Convex Optimization, Game Theory, and Variational Inequality Theory. IEEE Signal Process. Mag. 27 (3) (2010)
Jong-Shi Pang, Gesualdo Scutari, Daniel Pérez Palomar, Francisco Facchinei
Design of cognitive radio systems under temperature-interference constraints: a variational inequality approach. IEEE Trans. Signal Process. 58 (6) (2010)
Lanshan Han, Jong-Shi Pang
Non-Zenoness of a class of differential quasi-variational inequalities. Math. Program. 121 (1) (2010)
Jong-Shi Pang
Three modeling paradigms in mathematical programming. Math. Program. 125 (2) (2010)
Jong-Shi Pang, Gesualdo Scutari, Daniel Pérez Palomar, Francisco Facchinei
Design of cognitive radio systems under temperature-interference constraints: A variational inequality approach. ICASSP (2010)
Jinye Zhao, Benjamin F. Hobbs, Jong-Shi Pang
Long-Run Equilibrium Modeling of Emissions Allowance Allocation Systems in Electric Power Markets. Oper. Res. 58 (3) (2010)
Lanshan Han, M. Kanat Camlibel, Jong-Shi Pang, W. P. M. H. Heemels
Convergence of discrete-time approximations of constrained linear-quadratic optimal control problems. CDC (2010)
Ramy H. Gohary, Yao Huang, Zhi-Quan Luo, Jong-Shi Pang
A generalized iterative water-filling algorithm for distributed power control in the presence of a jammer. IEEE Trans. Signal Process. 57 (7) (2009)
Jong-Shi Pang, Daniel Ralph
Foreword: Special issue on nonlinear programming, variational inequalities, and stochastic programming. Math. Program. 117 (1-2) (2009)
Jong-Shi Pang, Masao Fukushima
Quasi-variational inequalities, generalized Nash equilibria, and multi-leader-follower games. Comput. Manag. Sci. 6 (3) (2009)
Ramy H. Gohary, Yao Huang, Zhi-Quan Luo, Jong-Shi Pang
A generalized iterative water-filling algorithm for distributed power control in the presence of a jammer. ICASSP (2009)
Jong-Shi Pang, David E. Stewart
Solution dependence on initial conditions in differential variational inequalities. Math. Program. 116 (1-2) (2009)
Gesualdo Scutari, Daniel P. Palomar, Jong-Shi Pang, Francisco Facchinei
Flexible design of cognitive radio wireless systems. IEEE Signal Process. Mag. 26 (5) (2009)
Lanshan Han, Alok Tiwari, M. Kanat Camlibel, Jong-Shi Pang
Convergence of Time-Stepping Schemes for Passive and Extended Linear Complementarity Systems. SIAM J. Numer. Anal. 47 (5) (2009)
Gül Gürkan, Jong-Shi Pang
Approximations of Nash equilibria. Math. Program. 117 (1-2) (2009)
Kristin P. Bennett, Gautam Kunapuli, Jing Hu, Jong-Shi Pang
Bilevel Optimization and Machine Learning. WCCI (2008)
Gautam Kunapuli, Kristin P. Bennett, Jing Hu, Jong-Shi Pang
Classification model selection via bilevel programming. Optim. Methods Softw. 23 (4) (2008)
Jong-Shi Pang, David E. Stewart
Differential variational inequalities. Math. Program. 113 (2) (2008)
Jing Hu, John E. Mitchell, Jong-Shi Pang, Kristin P. Bennett, Gautam Kunapuli
On the Global Solution of Linear Programs with Linear Complementarity Constraints. SIAM J. Optim. 19 (1) (2008)
Jong-Shi Pang, Gesualdo Scutari, Francisco Facchinei, Chaoxiong Wang
Distributed Power Allocation With Rate Constraints in Gaussian Parallel Interference Channels. IEEE Trans. Inf. Theory 54 (8) (2008)
Benjamin F. Hobbs, Jong-Shi Pang
Nash-Cournot Equilibria in Electric Power Markets with Piecewise Linear Demand Functions and Joint Constraints. Oper. Res. 55 (1) (2007)
Jong-Shi Pang, Jinglai Shen
Strongly Regular Differential Variational Systems. IEEE Trans. Autom. Control. 52 (2) (2007)
Jong-Shi Pang, Gesualdo Scutari, Francisco Facchinei, Chaoxiong Wang
Distributed Power Allocation with Rate Constraints in Gaussian Frequency-Selective Interference Channels CoRR (2007)
Jinglai Shen, Jong-Shi Pang
Linear Complementarity Systems with Singleton Properties: Non-Zenoness. ACC (2007)
Kristin P. Bennett, Jing Hu, Xiaoyun Ji, Gautam Kunapuli, Jong-Shi Pang
Model Selection via Bilevel Optimization. IJCNN (2006)
M. Kanat Camlibel, Jong-Shi Pang, Jinglai Shen
Lyapunov Stability of Complementarity and Extended Systems. SIAM J. Optim. 17 (4) (2006)

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Publication Activity (10 Years)

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Jong-Shi Pang