Shuang Gao
B.Eng. (HIT), M.S. (HIT), Ph.D. (McGill)
Assistant Professor
Department of Electrical Engineering
Department of Electrical Engineering
Student research project(s)
Research interests and affiliations
Research interests
- Control of multi-agent systems
- Mean field games
- Network science
- Machine learning
- Applications in large networks such as social networks, renewable energy systems, transportations and neuronal networks
Affiliation(s)
Expertise type(s) (NSERC subjects)
- 2509 Control systems
- 2510 Adaptive, learning and evolutionary systems
- 2956 Optimization and optimal control theory
- 2960 Mathematical modelling
Publications
Recent publications
Journal article
Journal article
Conference paper
Conference paper
Xu, D., Gou, Z., Huang, N.-, & Gao, S. (2025). Linear-Quadratic Graphon Mean Field Games with Common Noise. SIAM Journal on Control and Optimization, 63(5), 3526-3556.
Gao, S., & Malhamé, R. P. (2025). Linear Quadratic Mean Field Games with Quantile-Dependent Cost Coefficients. Journal of Systems Science and Complexity, 38(1), 495-510.
Zhang, T., Gao, S., & Caines, P. E. (2025, June). Sensitivity Analysis for Network LQG Mean-Field Games: A Graphon Limit Approach [Paper]. 10th IFAC Conference on Networked Systems (NECSYS 2025), Hong Kong. Published in IFAC-PapersOnLine, 59(4).
Gao, S., & Caines, P. E. (2025, June). Transmission Neural Networks: Approximation and Optimal Control [Paper]. 10th IFAC Conference on Networked Systems (NECSYS 2025), Hong Kong. Published in IFAC-PapersOnLine, 59(4).
See all publications (24)
Biography
Prior to joining Polytechnique Montreal, Shuang Gao worked as a postdoctoral researcher at McGill University and a research fellow at the Simons Institute for the Theory of Computing at the University of California-Berkeley. He received his PhD in electrical engineering with specialization in systems and control from McGill University in 2019.
Teaching
ELE6953KE: Network Models, Systems and Games (Fall 2025, Fall 2024)
ELE6210 Control System Design (Winter 2025, Winter 2024)
ENE8412: Gestion de la charge et de la production fluctuante, Fall 2025 (course coordinator)
Education
- Ph.D., Electrical Engineering, McGill University
- M.S., Control Science and Engineering, Harbin Institute of Technology
- B.Eng., Automation, Harbin Institute of Technology
Supervision at Polytechnique
IN PROGRESS
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Ph.D. (3)
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Rajabali, Farid.
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Jadidi , Mohadese.
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Hounkpe, Onésime .
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Master (thesis) (1)
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Al Dandachly, Nour.
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Professionnal master (2)
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Seugnet, Léo. (Internship).
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Dufresne, Jeanne.
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Undergraduate (3)
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Salmon-Cottreau, Margot-Loane.
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Saghanejad, Diana.
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Zhu, Jean.
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COMPLETED
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Undergraduate (4)
- Mili, Haroun
- Dupuis, Jean-Nicolas
- Acclassato, Franz-Frédérick
- Govignon, Charlotte
