← All authors Jong-Shi Pang University of Southern California (from arXiv:2401.01565, 2024) · ORCID · OpenAlex
59 papers in scope · 58 published · 1 on the econ.EM arXiv · 8,690 citations · h-index 35 (over the papers listed here)
Papers (1 of 59)
Treatment learning with Gini constraints by Heaviside composite optimization and a progressive method
published 2025 · 1 citations
working paper 2024 · arXiv
A Unifying Framework of High-Dimensional Sparse Estimation with Difference-of-Convex (DC) Regularizations
published 2022 · Statistical Science · 5 citations · first circulated 2018
with Shanshan Cao, Xiaoming Huo
On Robustness of Individualized Decision Rules
published 2022 · Journal of the American Statistical Association · 12 citations · first circulated 2019
Risk-Based Robust Statistical Learning by Stochastic Difference-of-Convex Value-Function Optimization
published 2022 · Operations Research · 9 citations
with Junyi Liu
Clustering by Orthogonal NMF Model and Non-Convex Penalty Optimization
published 2021 · IEEE Transactions on Signal Processing · 8 citations
with Shuai Wang, Tsung-Hui Chang, Ying Cui
Exact Penalization of Generalized Nash Equilibrium Problems
published 2020 · Operations Research · 19 citations · first circulated 2018
with Qin Ba
A general equilibrium model for transportation systems with e-hailing services and flow congestion
published 2019 · Transportation Research Part B Methodological · 63 citations
with Xuegang Ban, Maged Dessouky, Rong Fan
Estimation of Individualized Decision Rules Based on an Optimized Covariate-Dependent Equivalent of Random Outcomes
published 2019 · 18 citations
A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data: With applications in machine learning and signal processing
published 2015 · IEEE Signal Processing Magazine · 467 citations
Perfectly competitive capacity expansion games with risk-averse participants
published 2015 · 18 citations
with Dane A. Schiro, Benjamin F. Hobbs
Complementarity models for traffic equilibrium with ridesharing
published 2015 · Transportation Research Part B Methodological · 115 citations
with Huayu Xu, Fernando Ordóñez, Maged Dessouky
Enhanced models and improved solution for competitive biofuel supply chain design under land use constraints
published 2015 · European Journal of Operational Research · 53 citations
with Yun Bai, Yanfeng Ouyang
Global resolution of the support vector machine regression parameters selection problem with LPCC
published 2015 · 4 citations
with Yu-Ching Lee, John E. Mitchell
A Constructive Approach to Estimating Pure Characteristics Demand Models with Pricing
published 2015 · Operations Research · 20 citations
with Che-Lin Su, Yu-Ching Lee
Continuous-time dynamic system optimum for single-destination traffic networks with queue spillbacks
published 2014 · Transportation Research Part B Methodological · 59 citations
with Rui Ma, Xuegang Ban
Submission to the DTA2012 Special Issue: Approximating Time Delays in Solving Continuous-Time Dynamic User Equilibria
published 2014 · Networks and Spatial Economics · 9 citations
with Rui Ma, Xuegang Ban, Henry Liu
Submission to the DTA2012 Special Issue: Convergence of Time Discretization Schemes for Continuous-Time Dynamic Network Loading Models
published 2014 · Networks and Spatial Economics · 8 citations · first circulated 2012
with Rui Ma, Xuegang Ban, Henry Liu
A New Decomposition Method for Multiuser DC-Programming and Its Applications
published 2014 · IEEE Transactions on Signal Processing · 100 citations
with Alberth Alvarado, Gesualdo Scutari
Non-cooperative games with minmax objectives
published 2014 · 10 citations
with Francisco Facchinei, Gesualdo Scutari
Decomposition by Partial Linearization: Parallel Optimization of Multi-Agent Systems
published 2014 · IEEE Transactions on Signal Processing · 340 citations
with Gesualdo Scutari, Francisco Facchinei, Peiran Song, Daniel P. Palomar
Boundedly rational user equilibria (BRUE): Mathematical formulation and solution sets
published 2013 · Transportation Research Part B Methodological · 95 citations
with Xuan Di, Henry X. Liu, Xuegang Ban, Henry Liu
Joint Sensing and Power Allocation in Nonconvex Cognitive Radio Games: Nash Equilibria and Distributed Algorithms
published 2013 · IEEE Transactions on Information Theory · 54 citations · first circulated 2012
with Gesualdo Scutari
Joint Sensing and Power Allocation in Nonconvex Cognitive Radio Games: Quasi-Nash Equilibria
published 2013 · IEEE Transactions on Signal Processing · 51 citations · first circulated 2011
with Gesualdo Scutari
Modeling and solving continuous-time instantaneous dynamic user equilibria: A differential complementarity systems approach
published 2012 · Transportation Research Part B Methodological · 53 citations
with Xuegang Ban, Henry X. Liu, Rui Ma
Continuous-time point-queue models in dynamic network loading
published 2012 · Transportation Research Part B Methodological · 102 citations
with Xuegang Ban, Henry Liu, Rui Ma
Biofuel supply chain design under competitive agricultural land use and feedstock market equilibrium
published 2012 · Energy Economics · 10 citations
with Yun Bai, Yanfeng Ouyang
A unified numerical scheme for linear-quadratic optimal control problems with joint control and state constraints
published 2012 · 18 citations
with Lanshan Han, M. Kanat Camlibel, W.P.M.H. Heemels
Obtaining Tighter Relaxations of Mathematical Programs with Complementarity Constraints
published 2012 · Springer proceedings in mathematics & statistics · 11 citations
with John E. Mitchell, Bin Yu
Convex Optimization, Game Theory, and Variational Inequality Theory
published 2010 · IEEE Signal Processing Magazine · 385 citations
with Gesualdo Scutari, Daniel P. Palomar, Francisco Facchinei
Design of Cognitive Radio Systems Under Temperature-Interference Constraints: A Variational Inequality Approach
published 2010 · IEEE Transactions on Signal Processing · 231 citations
with Gesualdo Scutari, Daniel P. Palomar, Francisco Facchinei
Long-Run Equilibrium Modeling of Emissions Allowance Allocation Systems in Electric Power Markets
published 2010 · Operations Research · 132 citations · first circulated 2007
with Jinye Zhao, Benjamin F. Hobbs, Jinye Z. Schulkin
Flexible design of cognitive radio wireless systems
published 2009 · IEEE Signal Processing Magazine · 76 citations
with Gesualdo Scutari, Daniel P. Palomar, Francisco Facchinei
Linear complementarity formulation for single bottleneck model with heterogeneous commuters
published 2009 · Transportation Research Part B Methodological · 95 citations
A Generalized Iterative Water-Filling Algorithm for Distributed Power Control in the Presence of a Jammer
published 2009 · IEEE Transactions on Signal Processing · 75 citations
with Ramy H. Gohary, Yao Huang, Zhi-Quan Luo
Distributed Power Allocation With Rate Constraints in Gaussian Parallel Interference Channels
published 2008 · IEEE Transactions on Information Theory · 219 citations · first circulated 2007
with Gesualdo Scutari, Francisco Facchinei, Chaoxiong Wang
Approximations of Nash equilibria
published 2007 · Mathematical Programming · 68 citations
with Gül Gürkan
The one-and multi-sample problem for functional data with application to projective shape analysis
published 2007 · Journal of Multivariate Analysis · 29 citations
with Axel Munk, Robert L. Paige, Vic Patrangenaru, F.H. Ruymgaart
Nash-Cournot Equilibria in Electric Power Markets with Piecewise Linear Demand Functions and Joint Constraints
published 2007 · Operations Research · 230 citations
with Benjamin F. Hobbs
Conewise Linear Systems: Non‐Zenoness and Observability
published 2006 · 78 citations
with M. Kanat Camlibel, Jinglai Shen
Linear Complementarity Systems: Zeno States
published 2005 · 89 citations
with Jinglai Shen
Quasi-variational inequalities, generalized Nash equilibria, and multi-leader-follower games
published 2004 · Computational Management Science · 397 citations
with Masao Fukushima
Oligopolistic competition in power networks: a conjectured supply function approach
published 2002 · IEEE Transactions on Power Systems · 499 citations
with Christopher J. Day, Benjamin F. Hobbs
Strategic gaming analysis for electric power systems: an MPEC approach
published 2000 · IEEE Transactions on Power Systems · 823 citations
with Benjamin F. Hobbs, Carolyn Burr Metzler
A mathematical programming with equilibrium constraints approach to the implied volatility surface of American options
published 2000 · The Journal of Computational Finance · 8 citations
with Jacqueline Huang
Minimizing and Stationary Sequences of Constrained Optimization Problems
published 1998 · 17 citations
with Chin-Cheng Chou, Kung-Fu Ng
Option pricing and linear complementarity
published 1998 · The Journal of Computational Finance · 101 citations
with Jacqueline Huang
Nondegenerate Solutions and Related Concepts in Affine Variational Inequalities
published 1996 · 18 citations
with Michael C. Ferris
On a Generalization of a Normal Map and Equation
published 1995 · 83 citations
with Jen-Chih Yao
On the Boundedness and Stability of Solutions to the Affine Variational Inequality Problem
published 1994 · 47 citations
with M. Seetharama Gowda
The Linear Complementarity Problem.
published 1993 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2836 citations
with M. E. B. Brigden, Richard W. Cottle, Richard Stone
A min-max resource allocation problem with substitutions
published 1989 · European Journal of Operational Research · 35 citations
with Chang-Sung Yu
Iterative Methods for Large Convex Quadratic Programs: A Survey
published 1987 · 125 citations
with Y. Lin
SOLUTION OF THE GENERAL MULTICOMMODITY SPATIAL EQUILIBRIUM PROBLEM BY VARIATIONAL AND COMPLEMENTARITY METHODS*
published 1984 · Journal of Regional Science · 47 citations
Methods for quadratic programming: A survey
published 1983 · Computers & Chemical Engineering · 26 citations
A parametric linear complementarity technique for the computation of equilibrium prices in a single commodity spatial model
published 1981 · Mathematical Programming · 50 citations
with Patrick S. C. Lee
Some n by dn linear complementarity problems
published 1980 · Linear Algebra and its Applications · 6 citations
with Ikuyo Kaneko
A Parametric Linear Complementarity Technique for Optimal Portfolio Selection with a Risk-Free Asset
published 1980 · Operations Research · 22 citations
A New and Efficient Algorithm for a Class of Portfolio Selection Problems
published 1980 · Operations Research · 111 citations
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