Zhiyu He

Weitere Informationen

Selected Publications and Preprints

Feedback Optimization

1. Zhiyu He, Saverio Bolognani, Jianping He, Florian Dörfler, Xinping Guan. Model-Free Nonlinear Feedback Optimization. To appear on IEEE Transactions on Automatic Control, 2024. [doi]call_made[pdf]call_made
2. Zhiyu He, Saverio Bolognani, Michael Muehlebach, Florian Dörfler. Gray-Box Nonlinear Feedback Optimization. arXiv:2404.04355 [math.OC], 2024. [pdf]call_made
3. Adrian Hauswirth, Zhiyu He, Saverio Bolognani, Gabriela Hug, and Florian Dörfler. Optimization algorithms as robust feedback controllers. Annual Reviews in Control, 57(100941), 2024. [doi]call_made[pdf]call_made

Distributed Optimization

1. Zhiyu He, Jianping He, Cailian Chen, Xinping Guan. Distributed Nonconvex Optimization: Gradient-free Iterations and ε-Globally Optimal Solution. To appear on IEEE Transactions on Control of Network Systems, 2024. [pdf]call_made
2. Zhiyu He, Jianping He, Cailian Chen, Xinping Guan. Private and Robust Distributed Nonconvex Optimization via Polynomial Approximation. To appear on IEEE Transactions on Control of Network Systems, 2024. [doi]call_made[pdf]call_made[slides]call_made

Systems Theory

1. Florian Dörfler, Zhiyu He, Giuseppe Belgioioso, Saverio Bolognani, John Lygeros, Michael Muehlebach. Towards a Systems Theory of Algorithms. arXiv:2401.14029 [math.OC], 2024. [pdf]call_made
   

Supervision

I am fortunate to work with many excellent students and proud of their achievements.

1. Wen Yi Chan (MA, ETH), Robustify Feedback Optimization via Regularization
   Co-supervisors: Dr. Keith Moffat and Dr. Saverio Bolognani
2. Vinzenz Tütsch (MA, ETH), Towards Autonomous and Distributed Traffic Signal Control
   Co-supervisor: Prof. Kenan Zhang
3. Wenbin Wang (MA, ETH), Feedback Optimization over Networks: Decentralized and Distributed Approaches
   Cosupervisor: Dr. Saverio Bolognani
   [ECC 2024call_made], [CDC 2024call_made]
4. Christian Hartnik (MA, ETH), Online Bayesian Optimization: A Closed-Loop Approach
   Co-supervisors: Dr. Marta Zagorowska and Prof. Alisa Rupenyan-Vasileva
5. Jisheng Xu (SJTU), Inference Attack in Distributed Optimization
   Co-supervisor: Prof. Jianping He
   [CDC 2022call_made]
6. Yilin Zhang (SJTU), Resilient Approximation-based Distributed Optimization
   Co-supervisor: Prof. Jianping He
   [ACC 2022]call_made
7. Wenzhe Zheng (SJTU), Accurate Resilient Average Consensus
   Co-supervisor: Prof. Jianping He
   [CDC 2021]call_made
   

Invited Talk

1. 03/2023: "Model-Free Nonlinear Feedback Optimization", Conference on Information Sciences and Systems. [video]call_made
2. 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. [video]call_made
3. 07/2020: "Non-Convex Distributed Optimization: Novel Algorithmic Design and Arbitrary Precise Solution", Intelligent Control Forum (Online), Peking University, China. [slides]call_made