Yuning Jiang

Maryam Kamgarpour

Autom., 2025

2024

A Distributionally Robust Model Predictive Control for Static and Dynamic Uncertainties in Smart Grids.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, September, 2024

One-Bit Byzantine-Tolerant Distributed Learning via Over-the-Air Computation.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., June, 2024

Decentralized Over-the-Air Federated Learning by Second-Order Optimization Method.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., June, 2024

Lower Bounds on the Noiseless Worst-Case Complexity of Efficient Global Optimization.

[BibT_eX]

[DOI]

J. Optim. Theory Appl., May, 2024

Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., February, 2024

Ensuring Data Privacy in AC Optimal Power Flow with a Distributed Co-Simulation Framework.

[BibT_eX]

[DOI]

CoRR, 2024

Microservice Deployment for Satellite Edge AI Inference via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Symposium on Personal, 2024

Principled Preferential Bayesian Optimization.

[BibT_eX]

[DOI]

Wenbin Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Dynamic Communication in Multi-Agent Reinforcement Learning via Information Bottleneck.

[BibT_eX]

[DOI]

Proceedings of the 2024 IEEE Global Communications Conference, 2024

Real-time Pricing Mechanism for V2G Using Distributed Bilevel Optimization.

[BibT_eX]

[DOI]

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

2023

A Proximal-Point Lagrangian-Based Parallelizable Nonconvex Solver for Bilinear Model Predictive Control.

[BibT_eX]

[DOI]

IEEE Trans. Control. Syst. Technol., September, 2023

Self-triggered Control with Energy Harvesting Sensor Nodes.

[BibT_eX]

[DOI]

ACM Trans. Cyber Phys. Syst., July, 2023

Robust Uncertainty Bounds in Reproducing Kernel Hilbert Spaces: A Convex Optimization Approach.

[BibT_eX]

[DOI]

Paul Scharnhorst

IEEE Trans. Autom. Control., May, 2023

Parallel MPC for Linear Systems With State and Input Constraints.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2023

Multi-Agent Bayesian Optimization with Coupled Black-Box and Affine Constraints.

[BibT_eX]

[DOI]

CoRR, 2023

Data-Driven Robust Control Using Prediction Error Bounds Based on Perturbation Analysis.

[BibT_eX]

[DOI]

Baiwei Guo

CoRR, 2023

Distributed AC Optimal Power Flow for Generic Integrated Transmission-Distribution Systems.

[BibT_eX]

[DOI]

CoRR, 2023

Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Bayesian Optimization of Expensive Nested Grey-Box Functions.

[BibT_eX]

[DOI]

CoRR, 2023

Distributed Optimal Power Flow for VSC-MTDC Meshed AC/DC Grids Using ALADIN.

[BibT_eX]

[DOI]

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

Constrained Efficient Global Optimization of Expensive Black-box Functions.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Federated Linear Bandit Learning via Over-the-air Computation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

Relaxed Recentered Log-Barrier Function Based Nonlinear Model Predictive Control.

[BibT_eX]

[DOI]

Tudor Andrei Oancea

Proceedings of the European Control Conference, 2023

Safe Zeroth-Order Convex Optimization Using Quadratic Local Approximations.

[BibT_eX]

[DOI]

Baiwei Guo

Maryam Kamgarpour

Proceedings of the European Control Conference, 2023

Primal-Dual Contextual Bayesian Optimization for Control System Online Optimization with Time-Average Constraints.

[BibT_eX]

[DOI]

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

PIQP: A Proximal Interior-Point Quadratic Programming Solver.

[BibT_eX]

[DOI]

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Safe Zeroth-Order Optimization Using Linear Programs.

[BibT_eX]

[DOI]

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

A Generalized Stopping Criterion for Real-Time MPC with Guaranteed Stability.

[BibT_eX]

[DOI]

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Hypergraph- Based Fast Distributed AC Power Flow Optimization.

[BibT_eX]

[DOI]

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Over-the-Air Federated Learning via Second-Order Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Distributionally Robust Joint Chance-Constrained Dispatch for Integrated Transmission-Distribution Systems via Distributed Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2022

Robust Resource-Aware Self-Triggered Model Predictive Control.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2022

Resource-Aware Stochastic Self-Triggered Model Predictive Control.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2022

Scheduling Delays and Curtailment for Household Appliances With Deterministic Load Profiles Using MPC.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2022

CONFIG: Constrained Efficient Global Optimization for Closed-Loop Control System Optimization with Unmodeled Constraints.

[BibT_eX]

[DOI]

CoRR, 2022

Distributed DeeP-LCC for cooperatively smoothing large-scale mixed traffic flow via connected and automated vehicles.

[BibT_eX]

[DOI]

CoRR, 2022

Lower Bounds on the Worst-Case Complexity of Efficient Global Optimization.

[BibT_eX]

[DOI]

CoRR, 2022

An Augmented Lagrangian Based Parallelizable Nonconvex Solver for Bilinear Model Predictive Control.

[BibT_eX]

[DOI]

CoRR, 2022

Rapid Scalable Distributed Power Flow with Open-Source Implementation.

[BibT_eX]

[DOI]

CoRR, 2022

Federated Reinforcement Learning for Real-Time Electric Vehicle Charging and Discharging Control.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom 2022 Workshops, 2022

2021

Distributed Optimization Using ALADIN for MPC in Smart Grids.

[BibT_eX]

[DOI]

IEEE Trans. Control. Syst. Technol., 2021

Over-the-Air Computation via Reconfigurable Intelligent Surface.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2021

Parallel MPC for Linear Systems With Input Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2021

Decentralized Optimization Over Tree Graphs.

[BibT_eX]

[DOI]

J. Optim. Theory Appl., 2021

Distributed Multi-Building Coordination for Demand Response.

[BibT_eX]

[DOI]

CoRR, 2021

Joint Energy Management for Distributed Energy Harvesting Systems.

[BibT_eX]

[DOI]

Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

KPC: Learning-Based Model Predictive Control with Deterministic Guarantees.

[BibT_eX]

[DOI]

Paul Scharnhorst

Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

Block BFGS Based Distributed Optimization for NMPC Using PolyMPC.

[BibT_eX]

[DOI]

Petr Listov

Proceedings of the 2021 European Control Conference, 2021

2020

Distributed Optimization for Massive Connectivity.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2020

Decomposition of Nonconvex Optimization via Bi-Level Distributed ALADIN.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2020

ALADIN-α - An open-source MATLAB toolbox for distributed non-convex optimization.

[BibT_eX]

[DOI]

CoRR, 2020

Distributed Control Enforcing Group Sparsity in Smart Grids.

[BibT_eX]

[DOI]

CoRR, 2020

A Scheme for Simultaneous Optimal Tracking Control and Experiment Design.

[BibT_eX]

[DOI]

Xuhui Feng

IEEE Access, 2020

An Optical Flow Based Multi-Object Tracking Approach Using Sequential Convex Programming.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Control, 2020

Resource-Aware Asynchronous Multi-Agent Coordination via Self-Triggered MPC.

[BibT_eX]

[DOI]

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

Optimal Experiment Design for AC Power Systems Admittance Estimation.

[BibT_eX]

[DOI]

CoRR, 2019

Decomposition of non-convex optimization via bi-level distributed ALADIN.

[BibT_eX]

[DOI]

CoRR, 2019

Parallel Explicit Tube Model Predictive Control.

[BibT_eX]

[DOI]

Kai Wang

Juraj Oravec

Mario Eduardo Villanueva

Boris Houska

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

A Time Splitting Based Real-Time Iteration Scheme for Nonlinear MPC.

[BibT_eX]

[DOI]