I am an M.S. student at the Department of Automation, Shanghai Jiao Tong University (SJTU), working with Prof. Xinping Guan and Prof. Jianping He. From July to October in 2021, I am a visiting student at Automatic Control Laboratory (IfA), ETH Zürich, working with Prof. Florian Dörfler and Dr. Saverio Bolognani. I received the B.Eng. degree in Automation from SJTU in 2019. [CV]

My research interests lie in distributed optimization, learning, and control of network systems.

Publications and Preprints

Under Review

• Zhiyu He, Jianping He, Cailian Chen, Xinping Guan, “Distributed Nonconvex Optimization: Oracle-free Iterations and Globally Optimal Solution”, ArXiv:2008.00252, submitted to IEEE Transactions on Automatic Control. [pdf]
• Zhiyu He, Jianping He, Cailian Chen, Xinping Guan, “Dependable Distributed Nonconvex Optimization via Polynomial Approximation”, ArXiv:2101.06127, submitted to IEEE Transactions on Automatic Control. [pdf][slides]
• Zhiyu He, Saverio Bolognani, Jianping He, Florian Dörfler, Xinping Guan, “Model-Free Nonlinear Feedback Optimization”, ArXiv:2201.02395, submitted to IEEE Transactions on Automatic Control. [pdf]

Published or Accepted

• Zhiyu He, Jianping He, Cailian Chen, Xinping Guan, “CPCA: A Chebyshev Proxy and Consensus based Algorithm for General Distributed Optimization”, American Control Conference (ACC), 2020. [pdf]
• Zhiyu He, Jianping He, Cailian Chen, Xinping Guan, “Constrained Distributed Nonconvex Optimization over Time-varying Directed Graphs”, IEEE Conference on Decision and Control (CDC), 2020. [pdf]
• Wenzhe Zheng, Zhiyu He, Jianping He, Chengcheng Zhao, “Accurate Resilient Average Consensus via Detection and Compensation”, IEEE Conference on Decision and Control (CDC), 2021. [pdf]

Invited Talk

• 12/2021: “Non-Convex Optimization Algorithms in Network Systems”, The 1^st Distributed Control, Optimization, and Security Zhizhen Academic Forum For Postgraduates (Online), Shanghai Jiao Tong University, China.
• 07/2020: “Non-Convex Distributed Optimization: Novel Algorithmic Design and Arbitrary Precise Solution”, Intelligent Control Forum (Online), Peking University, China. [slides]

Selected Honors and Awards

• 2020 & 2018 &2016: China National Scholarship
• 2022 & 2019: Outstanding Graduate of Shanghai
• 2019: Zhiyuan Honor Degree of B.Eng. (52/3500 recipients in SJTU class of 2019)
• 2019: Zhiyuan Outstanding Student Scholarship (30/3500 recipients in SJTU class of 2019)

Gallery

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