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Jingwang Li
Algorithm Engineer, FABU.AI Email: jingwangli [at] outlook.com (Preferred) | lijingwang [at] fabu.ai |
About
I am currently an Algorithm Engineer at FABU.AI, focusing on solving decision-making and planning problems in autonomous driving from an optimization perspective. For further details, please refer to my CV.
News
Aug. 2025: I rejoin FABU.AI as an Algorithm Engineer.
Aug. 2025: I withdraw from my PhD at HKUST.
May 2025: Our paper, “Accelerated Decentralized Constraint-Coupled Optimization: A Dual\(^2\) Approach”, is now available on arXiv.
May 2025: Our paper, “Dual Acceleration for Minimax Optimization: Linear Convergence Under Relaxed Assumptions”, is now available on arXiv.
May 2025: Our paper, “Smoothness of the Augmented Lagrangian Dual in Convex Optimization”, is now available on arXiv.
Aug. 2024: I start my PhD at HKUST.
Publications
* indicates the corresponding author.
Preprints
Jingwang Li and Vincent Lau*. “Accelerated Decentralized Constraint-Coupled Optimization: A Dual\(^2\) Approach”, arXiv:2505.03719, 2025. [arXiv]
Jingwang Li and Vincent Lau*. “Smoothness of the Augmented Lagrangian Dual in Convex Optimization”, arXiv:2505.01824, 2025. [arXiv]
Jingwang Li and Xiao Li*. “Dual Acceleration for Minimax Optimization: Linear Convergence Under Relaxed Assumptions”, arXiv:2505.02115, 2025. [arXiv]
Jingwang Li and Housheng Su*. “Decentralized Constraint-Coupled Optimization with Inexact Oracle”, arXiv:2309.06330, 2023. [arXiv]
Jingwang Li and Housheng Su*. “Gradient Tracking: A Unified Approach to Smooth Distributed Optimization”, arXiv:2202.09804, 2022. [arXiv]
Journal Articles
Jingwang Li and Housheng Su*. “NPGA: A Unified Algorithmic Framework for Decentralized Constraint-Coupled Optimization”, IEEE Transactions on Control of Network Systems, 2024. [DOI] [arXiv]
Jingwang Li, Qing An and Housheng Su*. “Proximal Nested Primal-Dual Gradient Algorithms for Distributed Constraint-Coupled Composite Optimization”, Applied Mathematics and Computation, 2023. [DOI]
Jingwang Li and Housheng Su*. “Implicit Tracking-Based Distributed Constraint-Coupled Optimization”, IEEE Transactions on Control of Network Systems, 2022. [DOI] [arXiv]
Conference Proceedings
Bingxi Jia*, Haidong Ren, Zheng Yang, Jingwang Li and Xiaofei He. “Cascaded Motion Estimation for Intelligent Vehicles in GNSS-Denied Scenes”, Chinese Control Conference, 2023. [DOI]
Jingwang Li, Suoxia Miao and Housheng Su*. “Distributed Primal-Dual Mirror Dynamics for Constraint-Coupled Optimization”, International Conference on Guidance, Navigation and Control, 2022. [DOI]
Academic Services
Reviewer for
IEEE Transactions on Automatic Control
IEEE Transactions on Control of Network Systems
IEEE Transactions on Network Science and Engineering
IEEE Transactions on Systems, Man and Cybernetics: Systems
Journal of Computational and Applied Mathematics
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