Jingwang Li PhD Student Department of Electronic & Computer Engineering The Hong Kong University of Science & Technology Email: jingwang.li [at] connect.ust.hk Google Scholar | Github

About

I am currently a PhD student at the Hong Kong University of Science & Technology, under the supervision of Prof. Vincent Lau. My research interests primarily revolve around decentralized optimization, specifically the design and analysis of efficient decentralized algorithms. Previously, I earned a BMgt in Engineering Management from Huazhong Agricultural University, and an MEng in Control Science & Engineering from Huazhong University of Science & Technology. For further details, please refer to my CV.

News

• Aug. 2024: I start my PhD at HKUST.

Publications

* indicates the corresponding author.

Preprints

1. Jingwang Li and Housheng Su*. “Decentralized constraint-coupled optimization with inexact oracle”, arXiv:2309.06330, 2023. [arXiv]

2. Jingwang Li and Housheng Su*. “Gradient tracking: A unified approach to smooth distributed optimization”, arXiv:2202.09804, 2022. [arXiv]

Journal Articles

1. 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]

2. 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]

3. Jingwang Li and Housheng Su*. “Implicit tracking-based distributed constraint-coupled optimization”, IEEE Transactions on Control of Network Systems, 2022. [DOI] [arXiv]

Conference Proceedings

1. 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]

2. 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 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

Awards & Honors

• Jun. 2022: Outstanding Graduate of Huazhong University of Science & Technology [PDF]

• Sept. 2019: First Prize in the National Innovation Contest for Intelligent Construction and Management [PDF]

• Sept. 2019: Outstanding Bachelor's Thesis Award of Huazhong Agricultural University [PDF]

• Jun. 2019: Outstanding Graduate of Huazhong Agricultural University [PDF]

• Nov. 2017: First Prize in the China Undergraduate Mathematical Contest in Modeling [PDF]

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