Distributed Stochastic AC Optimal Power Flow based on Polynomial Chaos Expansion. - Alexander Engelmann; Tillmann Muhlpfordt; Yuning Jiang 002; Boris Houska; Timm Faulwasser (ACC, 2018)

Distributed control algorithm for vehicle coordination at traffic intersections. - Jiahe Shi; Yi Zheng; Yuning Jiang 002; Mario Zanon; Robert Hult; Boris Houska (ECC, 2018)

Distributed Optimal Power Flow using ALADIN. - Alexander Engelmann; Yuning Jiang 002; Tillmann Mühlpfordt; Boris Houska; Timm Faulwasser (CoRR, 2018)

Distributed State Estimation for AC Power Systems using Gauss-Newton ALADIN. - Xu Du; Alexander Engelmann; Yuning Jiang 002; Timm Faulwasser; Boris Houska (CDC, 2019)

A Time Splitting Based Real-Time Iteration Scheme for Nonlinear MPC. - Yuning Jiang 002; Colin N. Jones; Boris Houska (CDC, 2019)

Parallel Explicit Tube Model Predictive Control. - Kai Wang; Yuning Jiang 002; Juraj Oravec; Mario Eduardo Villanueva; Boris Houska (CDC, 2019)

Decomposition of non-convex optimization via bi-level distributed ALADIN. - Alexander Engelmann; Yuning Jiang 002; Boris Houska; Timm Faulwasser (CoRR, 2019)

Optimal Experiment Design for AC Power Systems Admittance Estimation. - Xu Du; Alexander Engelmann; Yuning Jiang 002; Timm Faulwasser; Boris Houska (CoRR, 2019)

Resource-Aware Asynchronous Multi-Agent Coordination via Self-Triggered MPC. - Ying Zhao Lian; Stefan Wildhagen; Yuning Jiang 002; Boris Houska; Frank Allgöwer; Colin N. Jones (CDC, 2020)

An Optical Flow Based Multi-Object Tracking Approach Using Sequential Convex Programming. - Qingwen Xu; Zhengpeng He; Zhang Chen; Yuning Jiang 002 (ICARCV, 2020)

A Scheme for Simultaneous Optimal Tracking Control and Experiment Design. - Xuhui Feng; Yuning Jiang 002 (IEEE Access, 2020)

Distributed Control Enforcing Group Sparsity in Smart Grids. - Philipp Sauerteig; Yuning Jiang 002; Boris Houska; Karl Worthmann (CoRR, 2020)

ALADIN-α - An open-source MATLAB toolbox for distributed non-convex optimization. - Alexander Engelmann; Yuning Jiang 002; Henrieke Benner; Ruchuan Ou; Boris Houska; Timm Faulwasser (CoRR, 2020)

Decomposition of Nonconvex Optimization via Bi-Level Distributed ALADIN. - Alexander Engelmann; Yuning Jiang 002; Boris Houska; Timm Faulwasser (IEEE Trans. Control. Netw. Syst., 2020)

Distributed Optimization for Massive Connectivity. - Yuning Jiang 002; Junyan Su; Yuanming Shi; Boris Houska (IEEE Wirel. Commun. Lett., 2020)

Block BFGS Based Distributed Optimization for NMPC Using PolyMPC. - Yuning Jiang 002; Petr Listov; Colin N. Jones (ECC, 2021)

KPC: Learning-Based Model Predictive Control with Deterministic Guarantees. - Emilio Tanowe Maddalena; Paul Scharnhorst; Yuning Jiang 002; Colin N. Jones (L4DC, 2021)

Joint Energy Management for Distributed Energy Harvesting Systems. - Naomi Stricker; Ying Zhao Lian; Yuning Jiang 002; Colin N. Jones; Lothar Thiele (SenSys, 2021)

Distributed Multi-Building Coordination for Demand Response. - Junyan Su; Yuning Jiang 002; Altug Bitlislioglu; Colin N. Jones; Boris Houska (CoRR, 2021)

Decentralized Optimization Over Tree Graphs. - Yuning Jiang 002; Dimitris Kouzoupis; Haoyu Yin; Moritz Diehl; Boris Houska (J. Optim. Theory Appl., 2021)

Parallel MPC for Linear Systems With Input Constraints. - Yuning Jiang 002; Juraj Oravec; Boris Houska; Michal Kvasnica (IEEE Trans. Autom. Control., 2021)

Over-the-Air Computation via Reconfigurable Intelligent Surface. - Wenzhi Fang; Yuning Jiang 002; Yuanming Shi; Yong Zhou 006; Wei Chen 002; Khaled B. Letaief (IEEE Trans. Commun., 2021)

Distributed Optimization Using ALADIN for MPC in Smart Grids. - Yuning Jiang 002; Philipp Sauerteig; Boris Houska; Karl Worthmann (IEEE Trans. Control. Syst. Technol., 2021)

Federated Reinforcement Learning for Real-Time Electric Vehicle Charging and Discharging Control. - Zixuan Zhang; Yuning Jiang 002; Yuanming Shi; Ye Shi 001; Wei Chen 002 (GLOBECOM (Workshops), 2022)

Rapid Scalable Distributed Power Flow with Open-Source Implementation. - Xinliang Dai; Yichen Cai; Yuning Jiang 002; Veit Hagenmeyer (CoRR, 2022)

An Augmented Lagrangian Based Parallelizable Nonconvex Solver for Bilinear Model Predictive Control. - Ying Zhao Lian; Yuning Jiang 002; Daniel F. Opila; Colin N. Jones (CoRR, 2022)

Lower Bounds on the Worst-Case Complexity of Efficient Global Optimization. - Wenjie Xu; Yuning Jiang 002; Emilio Tanowe Maddalena; Colin N. Jones (CoRR, 2022)

Distributed DeeP-LCC for cooperatively smoothing large-scale mixed traffic flow via connected and automated vehicles. - Jiawei Wang 001; Ying Zhao Lian; Yuning Jiang 002; Qing Xu 010; Keqiang Li; Colin N. Jones (CoRR, 2022)

CONFIG: Constrained Efficient Global Optimization for Closed-Loop Control System Optimization with Unmodeled Constraints. - Wenjie Xu; Yuning Jiang 002; Bratislav Svetozarevic; Colin N. Jones (CoRR, 2022)

Scheduling Delays and Curtailment for Household Appliances With Deterministic Load Profiles Using MPC. - Ying Zhao Lian; Yuning Jiang 002; Colin N. Jones; Daniel F. Opila (IEEE Control. Syst. Lett., 2022)

Resource-Aware Stochastic Self-Triggered Model Predictive Control. - Ying Zhao Lian; Yuning Jiang 002; Naomi Stricker; Lothar Thiele; Colin N. Jones (IEEE Control. Syst. Lett., 2022)

Robust Resource-Aware Self-Triggered Model Predictive Control. - Ying Zhao Lian; Yuning Jiang 002; Naomi Stricker; Lothar Thiele; Colin N. Jones (IEEE Control. Syst. Lett., 2022)

Distributionally Robust Joint Chance-Constrained Dispatch for Integrated Transmission-Distribution Systems via Distributed Optimization. - Junyi Zhai; Yuning Jiang 002; Yuanming Shi; Colin N. Jones; Xiao-Ping Zhang 001 (IEEE Trans. Smart Grid, 2022)

Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning. - Wenzhi Fang; Ziyi Yu; Yuning Jiang 002; Yuanming Shi; Colin N. Jones; Yong Zhou 006 (IEEE Trans. Signal Process., 2022)

Over-the-Air Federated Learning via Second-Order Optimization. - Peng Yang 027; Yuning Jiang 002; Ting Wang 001; Yong Zhou 006; Yuanming Shi; Colin N. Jones (IEEE Trans. Wirel. Commun., 2022)

Hypergraph- Based Fast Distributed AC Power Flow Optimization. - Xinliang Dai; Yingzhao Lian; Yuning Jiang 002; Colin N. Jones; Veit Hagenmeyer (CDC, 2023)

A Generalized Stopping Criterion for Real-Time MPC with Guaranteed Stability. - Kristína Fedorová; Yuning Jiang 002; Juraj Oravec; Colin N. Jones; Michal Kvasnica (CDC, 2023)

Safe Zeroth-Order Optimization Using Linear Programs. - Baiwei Guo; Yang Wang 114; Yuning Jiang 002; Maryam Kamgarpour; Giancarlo Ferrari-Trecate (CDC, 2023)

PIQP: A Proximal Interior-Point Quadratic Programming Solver. - Roland Schwan; Yuning Jiang 002; Daniel Kuhn 001; Colin N. Jones (CDC, 2023)

Primal-Dual Contextual Bayesian Optimization for Control System Online Optimization with Time-Average Constraints. - Wenjie Xu; Yuning Jiang 002; Bratislav Svetozarevic; Colin N. Jones (CDC, 2023)

Safe Zeroth-Order Convex Optimization Using Quadratic Local Approximations. - Baiwei Guo; Yuning Jiang 002; Maryam Kamgarpour; Giancarlo Ferrari-Trecate (ECC, 2023)

Relaxed Recentered Log-Barrier Function Based Nonlinear Model Predictive Control. - Tudor Andrei Oancea; Yuning Jiang 002; Colin N. Jones (ECC, 2023)

Federated Linear Bandit Learning via Over-the-air Computation. - Jiali Wang; Yuning Jiang 002; Xin Liu 049; Ting Wang 001; Yuanming Shi (GLOBECOM, 2023)

Constrained Efficient Global Optimization of Expensive Black-box Functions. - Wenjie Xu; Yuning Jiang 002; Bratislav Svetozarevic; Colin N. Jones (ICML, 2023)

Distributed Optimal Power Flow for VSC-MTDC Meshed AC/DC Grids Using ALADIN. - Junyi Zhai; Xinliang Dai; Yuning Jiang 002; Ying Xue 002; Veit Hagenmeyer; Colin N. Jones; Xiao-Ping Zhang 001 (ISGT EUROPE, 2023)

Bayesian Optimization of Expensive Nested Grey-Box Functions. - Wenjie Xu; Yuning Jiang 002; Bratislav Svetozarevic; Colin N. Jones (CoRR, 2023)

Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks. - Junkai Qian; Yuning Jiang 002; Xin Liu 049; Qing Wang; Ting Wang 001; Yuanming Shi; Wei Chen 002 (CoRR, 2023)

Distributed AC Optimal Power Flow for Generic Integrated Transmission-Distribution Systems. - Xinliang Dai; Junyi Zhai; Yuning Jiang 002; Colin N. Jones; Veit Hagenmeyer (CoRR, 2023)

Data-Driven Robust Control Using Prediction Error Bounds Based on Perturbation Analysis. - Baiwei Guo; Yuning Jiang 002; Colin N. Jones; Giancarlo Ferrari-Trecate (CoRR, 2023)

Multi-Agent Bayesian Optimization with Coupled Black-Box and Affine Constraints. - Wenjie Xu; Yuning Jiang 002; Bratislav Svetozarevic; Colin N. Jones (CoRR, 2023)

Parallel MPC for Linear Systems With State and Input Constraints. - Jiahe Shi; Yuning Jiang 002; Juraj Oravec; Boris Houska (IEEE Control. Syst. Lett., 2023)

Robust Uncertainty Bounds in Reproducing Kernel Hilbert Spaces: A Convex Optimization Approach. - Paul Scharnhorst; Emilio Tanowe Maddalena; Yuning Jiang 002; Colin N. Jones (IEEE Trans. Autom. Control., 2023)

Self-triggered Control with Energy Harvesting Sensor Nodes. - Naomi Stricker; Yingzhao Lian; Yuning Jiang 002; Colin N. Jones; Lothar Thiele (ACM Trans. Cyber Phys. Syst., 2023)

A Proximal-Point Lagrangian-Based Parallelizable Nonconvex Solver for Bilinear Model Predictive Control. - Yingzhao Lian; Yuning Jiang 002; Daniel F. Opila; Colin N. Jones (IEEE Trans. Control. Syst. Technol., 2023)

Real-time Pricing Mechanism for V2G Using Distributed Bilevel Optimization. - Jiawei You; Xinliang Dai; Yuning Jiang 002; Haoyu Yin; Yuanming Shi; Colin N. Jones (CDC, 2024)

Dynamic Communication in Multi-Agent Reinforcement Learning via Information Bottleneck. - Jiawei You; Youlong Wu; Dingzhu Wen; Yong Zhou 006; Yuning Jiang 002; Yuanming Shi (GLOBECOM, 2024)

Principled Preferential Bayesian Optimization. - Wenjie Xu; Wenbin Wang; Yuning Jiang 002; Bratislav Svetozarevic; Colin N. Jones (ICML, 2024)

Microservice Deployment for Satellite Edge AI Inference via Deep Reinforcement Learning. - Zhiyong Yu; Hei Victor Cheng; Zhanpeng Yang; Xin Liu 049; Yuning Jiang 002; Yong Zhou 006; Yuanming Shi (PIMRC, 2024)

Ensuring Data Privacy in AC Optimal Power Flow with a Distributed Co-Simulation Framework. - Xinliang Dai; Alexander Kocher; Jovana Kovacevic; Burak Dindar; Yuning Jiang 002; Colin N. Jones; Hüseyin Kemâl Çakmak; Veit Hagenmeyer (CoRR, 2024)

Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks. - Junkai Qian; Yuning Jiang 002; Xin Liu 049; Qiong Wang; Ting Wang 001; Yuanming Shi; Wei Chen 002 (IEEE Internet Things J., 2024)

Lower Bounds on the Noiseless Worst-Case Complexity of Efficient Global Optimization. - Wenjie Xu; Yuning Jiang 002; Emilio Tanowe Maddalena; Colin N. Jones (J. Optim. Theory Appl., 2024)

Decentralized Over-the-Air Federated Learning by Second-Order Optimization Method. - Peng Yang 027; Yuning Jiang 002; Dingzhu Wen; Ting Wang 001; Colin N. Jones; Yuanming Shi (IEEE Trans. Wirel. Commun., 2024)

One-Bit Byzantine-Tolerant Distributed Learning via Over-the-Air Computation. - Yuhan Yang; Youlong Wu; Yuning Jiang 002; Yuanming Shi (IEEE Trans. Wirel. Commun., 2024)

A Distributionally Robust Model Predictive Control for Static and Dynamic Uncertainties in Smart Grids. - Qi Li; Ye Shi 001; Yuning Jiang 002; Yuanming Shi; Haoyu Wang 007; H. Vincent Poor (IEEE Trans. Smart Grid, 2024)

Safe zeroth-order optimization using quadratic local approximations. - Baiwei Guo; Yuning Jiang 002; Giancarlo Ferrari-Trecate; Maryam Kamgarpour (Autom., 2025)

Fast and Lightweight: A real-time parallelizable MPC for embedded systems. - Yuning Jiang 002; Kristína Fedorová; Junyan Su; Juraj Oravec; Boris Houska; Colin N. Jones (Eur. J. Control, 2025)

Microservice Migration in Hybrid Satellite-Terrestrial Networks for Autonomous Vehicles. - Xin Long; Yuning Jiang 002; Zixin Wang; Xin Liu 049; Yuanming Shi; Yong Zhou 006 (J. Commun. Inf. Networks, 2025)

Advancing Distributed AC Optimal Power Flow for Integrated Transmission-Distribution Systems. - Xinliang Dai; Junyi Zhai; Yuning Jiang 002; Yi Guo 006; Colin N. Jones; Veit Hagenmeyer (IEEE Trans. Netw. Sci. Eng., 2025)

Microservice Deployment in Space Computing Power Networks via Robust Reinforcement Learning. - Zhiyong Yu; Yuning Jiang 002; Xin Liu 049; Yuanming Shi; Chunxiao Jiang; Linling Kuang (CoRR, 2025)

Distributed AC Optimal Power Flow: A Scalable Solution for Large-Scale Problems. - Xinliang Dai; Yuning Jiang 002; Yi Guo 006; Colin N. Jones; Moritz Diehl; Veit Hagenmeyer (CoRR, 2025)