Shuang Gao

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Publications

Cahiers du GERAD

juin 2026

G-2026-31
Optimized FIR-Kalman architecture for differentially private event stream filtering

Mohadese Jadidi, Jérôme Le Ny et Shuang Gao

We investigate a state estimation problem for a linear time-invariant Gaussian system, based on a measured scalar privacy-sensitive signal. This is formulate...

référence BibTeX

nov. 2025

G-2025-76
Perturbation analysis with Q-noise in LQG graphon mean field games

Tao Zhang, Peter E. Caines et Shuang Gao

Cet article présente une analyse de perturbation pour les jeux à champ moyen sur graphon linéaires-quadratiques-gaussiens (LQG-GMFG) avec bruit-Q. La fonctio...

référence BibTeX

nov. 2019

G-2019-83
Spectral representations of graphons in very large network systems control

Shuang Gao et Peter E. Caines

Graphon-based control has recently been proposed and developed to solve control problems for dynamical systems on networks which are very large or growing w...

référence BibTeX

nov. 2019

G-2019-82
Optimal and approximate solutions to linear quadratic regulation of a class of graphon dynamical systems

Shuang Gao et Peter E. Caines

In this paper we study the linear quadratic regulation (LQR) problem for dynamical systems coupled over large-scale networks and obtain locally computable l...

référence BibTeX

Articles

déc. 2025

GMFG critical nodes for control affine systems with exponentiated costs

Peter E. Caines, Minyi Huang, Rinel Foguen Tchuendom et Shuang Gao

Systems & Control Letters, 206, No article: 106280, 2025 référence BibTeX

oct. 2025

Linear-Quadratic Graphon Mean Field Games with Common Noise

Dexuan Xu, Zhun Gou, Nan-jing Huang et Shuang Gao

SIAM Journal on Control and Optimization, 63(5), 3526–3556, 2025 référence BibTeX

fév. 2025

Linear Quadratic Mean Field Games with Quantile-Dependent Cost Coefficients

Shuang Gao et Roland P. Malhamé

Journal of Systems Science and Complexity, 38, 495–510, 2025 référence BibTeX

mai 2024

Infinite horizon LQG Graphon Mean Field Games: Explicit Nash values and local minima

Rinel Foguen Tchuendom, Shuang Gao, Peter E. Caines et Minyi Huang

Systems & Control Letters, 187, No article: 105780, 2024 référence BibTeX

déc. 2023

LQG Graphon Mean Field Games: Analysis via Graphon Invariant Subspaces

Shuang Gao, Peter E. Caines et Minyi Huang

IEEE Transactions on Automatic Control, 68(12), 7482–7497, 2023 référence BibTeX

juin 2022

Optimal control of network-coupled subsystems: Spectral decomposition and low-dimensional solutions

Shuang Gao et Aditya Mahajan

IEEE Transactions on Control of Network Systems, 9(2), 657–669, 2022 référence BibTeX

sept. 2021

Linear quadratic graphon field games

Shuang Gao, Rinel Foguen Tchuendom et Peter E. Caines

Communications in Information and Systems (CIS), 21(3), 341–369, 2021 référence BibTeX

juin 2021

Subspace decomposition for graphon LQR: Applications to VLSNs of harmonic oscillators

Shuang Gao et Peter E. Caines

IEEE Transactions on Control of Network Systems, 8(2), 576–586, 2021 référence BibTeX

oct. 2020

Graphon control of large-scale networks of linear systems

Shuang Gao et Peter E. Caines

IEEE Transactions on Automatic Control, 65(10), 4090–4105, 2020 référence BibTeX

Actes de conférence

août 2026

Optimized FIR-Kalman Architecture for Differentially Private Event Stream Filtering

Mohadese Jadidi, Jérôme Le Ny et Shuang Gao

À paraître dans : IFAC World Congress, Busan, Korea, 2026 référence BibTeX

août 2026

LQG Mean Field Games with Covariance-Matrix-Dependent Cost Coefficients

Shuang Gao et Roland P. Malhamé

À paraître dans : IFAC World Congress, Busan, Korea, 2026 référence BibTeX

août 2026

Data-Driven Network LQG Mean Field Games with Heterogeneous Populations via Integral Reinforcement Learning

Jean Zhu et Shuang Gao

À paraître dans : International Symposium on Mathematical Theory of Networks and Systems (MTNS), Waterloo, Canada, 2026 référence BibTeX

mai 2026

Discrete-Time Linear Quadratic Stochastic Control with Equality-Constrained Inputs: Application to Energy Demand Response

Léo Seugnet et Shuang Gao

American Control Conference (ACC), New Orleans, USA, 4544–4550, 2026 référence BibTeX

déc. 2025

Perturbation analysis with Q-noise in LQG graphon mean field games

Tao Zhang, Peter E. Caines et Shuang Gao

2025 IEEE 64th Conference on Decision and Control (CDC), Rio de Janeiro, Brazil, 2218–2225, 2025 référence BibTeX

déc. 2025

Low-Dimensional solutions for optimal control of network-coupled subsystems over a directed network

Mohamed-Amine Azzouz, Shuang Gao et Aditya Mahajan

2025 IEEE 64th Conference on Decision and Control (CDC), Rio de Janeiro, Brazil, 4299–4305, 2025 référence BibTeX

déc. 2025

Transmission Neural Networks: Approximate Receding Horizon Control for Virus Spread on Networks

Shuang Gao et Peter E. Caines

2025 IEEE 64th Conference on Decision and Control (CDC), Rio de Janeiro, Brazil, 6208–6215, 2025 référence BibTeX

juil. 2025

Transmission Neural Networks: Approximation and Optimal Control

Shuang Gao et Peter E. Caines

10th IFAC Conference on Networked Systems NECSYS 2025, IFAC-PapersOnLine, 59(4), Hong Kong, China, 31–36, 2025 référence BibTeX

juil. 2025

Sensitivity Analysis for Network LQG Mean-Field Games: A Graphon Limit Approach

Tao Zhang, Shuang Gao et Peter E. Caines

10th IFAC Conference on Networked Systems NECSYS 2025, 59(4), Hong Kong, China, 121–126, 2025 référence BibTeX

juil. 2023

Critical Nash Value Nodes for Control Affine Embedded Graphon Mean Field Games

Peter E. Caines, Rinel Foguen Tchuendom, Minyi Huang et Shuang Gao

22nd IFAC World Congress, IFAC-PapersOnLine, 56(2), Yokohama, Japan, 882–887, 2023 référence BibTeX

déc. 2022

Optimal Network Location in Infinite Horizon LQG Graphon Mean Field Games

Rinel Foguen Tchuendom, Shuang Gao, Minyi Huang et Peter E. Caines

2022 IEEE 61st Conference on Decision and Control (CDC), Cancun, Mexico, 5558–5565, 2022 référence BibTeX

déc. 2022

Fixed-Point Centrality for Networks

Shuang Gao

2022 IEEE 61st Conference on Decision and Control (CDC), Cancun, Mexico, 1628–1635, 2022 référence BibTeX

nov. 2022

Stationary Cost Nodes in Infinite Horizon LQG-GMFGs

Rinel Foguen Tchuendom, Shuang Gao et Peter E. Caines

IFAC-PapersOnLine, 25th IFAC Symposium on Mathematical Theory of Networks and Systems MTNS 2022, 55(30), 284–289, 2022 référence BibTeX

déc. 2021

LQG graphon mean field games: Graphon invariant subspaces

Shuang Gao, Peter E. Caines et Minyi Huang

2021 60th IEEE Conference on Decision and Control (CDC), Austin, TX, United States, 5253–5260, 2021 référence BibTeX

déc. 2021

Centrality-Weighted Opinion Dynamics: Disagreement and Social Network Partition

Shuang Gao

2021 60th IEEE Conference on Decision and Control (CDC), 5496–5501, 2021 référence BibTeX

déc. 2019

Networked control of coupled subsystems: Spectral decomposition and low-dimensional solutions

Shuang Gao et Aditya Mahajan

58th IEEE Conference on Decision and Control, Nice, France, 4514–4520, 2019 référence BibTeX

déc. 2019

Optimal and approximate solutions to linear quadratic regulation of a class of graphon dynamical systems

Shuang Gao et Peter E. Caines

Proceedings of the 58th IEEE Conference on Decision and Control (CDC), Nice, France, 8359–8365, 2019 référence BibTeX

déc. 2019

Spectral representations of graphons in very large network systems control

Shuang Gao et Peter E. Caines

Proceedings of the 58th IEEE Conference on Decision and Control (CDC), Nice, France, 5068–5075, 2019 référence BibTeX

déc. 2018

Graphon linear quadratic regulation of large-scale networks of linear systems

Shuang Gao et Peter E. Caines

57th IEEE Conference on Decision and Control, Miami Beach, FL, USA, 5892–5897, 2018 référence BibTeX

juil. 2018

Consensus-induced centrality for networks of dynamical systems

Shuang Gao et Peter E. Caines

23rd International Symposium on Mathematical Theory of Networks and Systems, Hong Kong, China, 769–775, 2018 référence BibTeX

juil. 2018

Graphon-LQR control of arbitrary size networks of linear systems

Shuang Gao et Peter E. Caines

23rd International Symposium on Mathematical Theory of Networks and Systems, Hong Kong, China, 120–127, 2018 référence BibTeX

déc. 2017

The control of arbitrary size networks of linear systems via graphon limits: An initial investigation

Shuang Gao et Peter E. Caines

56th IEEE Conference on Decision and Control, Melbourne, Australia, 1052–1057, 2017 référence BibTeX

juil. 2017

Minimum energy control of arbitrary size networks of linear systems via graphon limits

Shuang Gao et Peter E. Caines

SIAM Workshop on Network Science, Pittsburgh, USA, 2017 référence BibTeX

juin 2017

The control of arbitrary size networks of linear systems via graphon limits

Shuang Gao et Peter E. Caines

Symposium of Controlling Complex Networks, Indianapolis, USA, 2017 référence BibTeX