Optimizing Active Cyber Defense. - Wenlian Lu; Shouhuai Xu; Xinlei Yi (GameSec, 2013)

Stability of Hopfield neural networks with event-triggered feedbacks. - Xinlei Yi; Wenlian Lu; Tianping Chen (IJCNN, 2014)

Pull-Based Distributed Event-triggered Consensus for Multi-agent Systems with Directed Topologies. - Xinlei Yi; Wenlian Lu; Tianping Chen (CoRR, 2014)

Self-triggered control for multi-agent systems with quantized communication or sensing. - Xinlei Yi; Jieqiang Wei; Karl Henrik Johansson (CDC, 2016)

Formation Control for Multi-Agent Systems with Connectivity Preservation and Event-Triggered Controllers. - Xinlei Yi; Jieqiang Wei; Dimos V. Dimarogonas; Karl Henrik Johansson (CoRR, 2016)

Stability of Analytic Neural Networks With Event-Triggered Synaptic Feedbacks. - Ren Zheng; Xinlei Yi; Wenlian Lu; Tianping Chen (IEEE Trans. Neural Networks Learn. Syst., 2016)

Distributed dynamic event-triggered control for multi-agent systems. - Xinlei Yi; Kun Liu 002; Dimos V. Dimarogonas; Karl Henrik Johansson (CDC, 2017)

Pull-Based Distributed Event-Triggered Consensus for Multiagent Systems With Directed Topologies. - Xinlei Yi; Wenlian Lu; Tianping Chen (IEEE Trans. Neural Networks Learn. Syst., 2017)

Distributed Optimization with Dynamic Event-Triggered Mechanisms. - Wen Du; Xinlei Yi; Jemin George; Karl Henrik Johansson; Tao Yang 003 (CDC, 2018)

Distributed Robust Dynamic Average Consensus with Dynamic Event-Triggered Communication. - Jemin George; Xinlei Yi; Tao Yang 003 (CDC, 2018)

Synchronization of Kuramoto Oscillators in a Bidirectional Frequency-Dependent Tree Network. - Matin Jafarian; Xinlei Yi; Mohammad Pirani; Henrik Sandberg; Karl Henrik Johansson (CDC, 2018)

Distributed Optimization for Second-Order Multi-Agent Systems with Dynamic Event-Triggered Communication. - Xinlei Yi; Lisha Yao; Tao Yang 003; Jemin George; Karl Henrik Johansson (CDC, 2018)

A Distributed Algorithm for Online Convex Optimization with Time-Varying Coupled Inequality Constraints. - Xinlei Yi; Xiuxian Li; Lihua Xie 001; Karl Henrik Johansson (CDC, 2019)

Computational Convergence Analysis of Distributed Optimization Algorithms for Directed Graphs. - Shengjun Zhang; Xinlei Yi; Jemin George; Tao Yang 003 (ICCA, 2019)

A survey of distributed optimization. - Tao Yang 003; Xinlei Yi; Junfeng Wu 001; Ye Yuan 002; Di Wu 021; Ziyang Meng 001; Yiguang Hong; Hong Wang 001; Zongli Lin; Karl Henrik Johansson (Annu. Rev. Control., 2019)

Distributed event-triggered control for global consensus of multi-agent systems with input saturation. - Xinlei Yi; Tao Yang 003; Junfeng Wu 001; Karl Henrik Johansson (Autom., 2019)

Event-Triggered Control for Consensus of Multi-Agent Systems with Nonlinear Output and Directed Topologies. - Xinlei Yi; Shengjun Zhang; Tao Yang 003; Junfeng Wu 001; Karl Henrik Johansson (CoRR, 2019)

Dynamic Event-Triggered and Self-Triggered Control for Multi-agent Systems. - Xinlei Yi; Kun Liu 002; Dimos V. Dimarogonas; Karl Henrik Johansson (IEEE Trans. Autom. Control., 2019)

Nonlinear Consensus Protocols With Applications to Quantized Communication and Actuation. - Jieqiang Wei; Xinlei Yi; Henrik Sandberg; Karl Henrik Johansson (IEEE Trans. Control. Netw. Syst., 2019)

A Distributed Primal-Dual Algorithm for Bandit Online Convex Optimization with Time-Varying Coupled Inequality Constraints. - Xinlei Yi; Xiuxian Li; Tao Yang 003; Lihua Xie 001; Tianyou Chai; Karl Henrik Johansson (ACC, 2020)

Linear Convergence for Distributed Optimization Without Strong Convexity. - Xinlei Yi; Shengjun Zhang; Tao Yang 003; Tianyou Chai; Karl Henrik Johansson (CDC, 2020)

Distributed least squares solver for network linear equations. - Tao Yang 003; Jemin George; Jiahu Qin; Xinlei Yi; Junfeng Wu 001 (Autom., 2020)

Distributed Online Convex Optimization With Time-Varying Coupled Inequality Constraints. - Xinlei Yi; Xiuxian Li; Lihua Xie 001; Karl Henrik Johansson (IEEE Trans. Signal Process., 2020)

Distributed Optimization and Control: Primal-Dual, Online, and Event-Triggered Algorithms. - Xinlei Yi (2020)

Regret and Cumulative Constraint Violation Analysis for Online Convex Optimization with Long Term Constraints. - Xinlei Yi; Xiuxian Li; Tao Yang 003; Lihua Xie 001; Tianyou Chai; Karl Henrik Johansson (ICML, 2021)

DeFed: A Principled Decentralized and Privacy-Preserving Federated Learning Algorithm. - Ye Yuan 002; Ruijuan Chen; Chuan Sun; Maolin Wang; Feng Hua; Xinlei Yi; Tao Yang 003; Jun Liu 015 (CoRR, 2021)

Distributed Online Optimization for Multi-Agent Networks With Coupled Inequality Constraints. - Xiuxian Li; Xinlei Yi; Lihua Xie 001 (IEEE Trans. Autom. Control., 2021)

Distributed Bandit Online Convex Optimization With Time-Varying Coupled Inequality Constraints. - Xinlei Yi; Xiuxian Li; Tao Yang 003; Lihua Xie 001; Tianyou Chai; Karl Henrik Johansson (IEEE Trans. Autom. Control., 2021)

Quantized Distributed Nonconvex Optimization with Linear Convergence. - Lei Xu 015; Xinlei Yi; Jiayue Sun; Yang Shi 001; Karl Henrik Johansson; Tao Yang 003 (CDC, 2022)

Zeroth-order algorithms for stochastic distributed nonconvex optimization. - Xinlei Yi; Shengjun Zhang; Tao Yang 003; Karl Henrik Johansson (Autom., 2022)

Linear Convergent Distributed Nash Equilibrium Seeking with Compression. - Xiaomeng Chen; Yuchi Wu; Xinlei Yi; Minyi Huang; Ling Shi (CoRR, 2022)

A Primal-Dual SGD Algorithm for Distributed Nonconvex Optimization. - Xinlei Yi; Shengjun Zhang; Tao Yang 003; Tianyou Chai; Karl Henrik Johansson (IEEE CAA J. Autom. Sinica, 2022)

Linear Convergence of First- and Zeroth-Order Primal-Dual Algorithms for Distributed Nonconvex Optimization. - Xinlei Yi; Shengjun Zhang; Tao Yang 003; Tianyou Chai; Karl Henrik Johansson (IEEE Trans. Autom. Control., 2022)

Distributed Online Convex Optimization With an Aggregative Variable. - Xiuxian Li; Xinlei Yi; Lihua Xie 001 (IEEE Trans. Control. Netw. Syst., 2022)

Distributed Online Convex Optimization with Adversarial Constraints: Reduced Cumulative Constraint Violation Bounds under Slater's Condition. - Xinlei Yi; Xiuxian Li; Tao Yang 003; Lihua Xie 001; Yiguang Hong; Tianyou Chai; Karl Henrik Johansson (CoRR, 2023)

Dynamic Regret and Cumulative Constraint Violation Analysis for Distributed Online Constrained Convex Optimization with Event-Triggered Communication. - Kunpeng Zhang; Xinlei Yi; Yuzhe Li; Ming Cao 001; Tianyou Chai; Tao Yang 003 (CoRR, 2023)

Asymptotic Analysis of Federated Learning Under Event-Triggered Communication. - Xingkang He; Xinlei Yi; Yanlong Zhao; Karl Henrik Johansson; Vijay Gupta 001 (IEEE Trans. Signal Process., 2023)

Sublinear and Linear Convergence of Modified ADMM for Distributed Nonconvex Optimization. - Xinlei Yi; Shengjun Zhang; Tao Yang 003; Tianyou Chai; Karl Henrik Johansson (IEEE Trans. Control. Netw. Syst., 2023)

Regret and Cumulative Constraint Violation Analysis for Distributed Online Constrained Convex Optimization. - Xinlei Yi; Xiuxian Li; Tao Yang 003; Lihua Xie 001; Tianyou Chai; Karl Henrik Johansson (IEEE Trans. Autom. Control., 2023)

Predefined-time distributed multiobjective optimization for network resource allocation. - Kunpeng Zhang; Lei Xu 015; Xinlei Yi; Zhengtao Ding; Karl Henrik Johansson; Tianyou Chai; Tao Yang 003 (Sci. China Inf. Sci., 2023)

Communication Compression for Distributed Nonconvex Optimization. - Xinlei Yi; Shengjun Zhang; Tao Yang 003; Tianyou Chai; Karl Henrik Johansson (IEEE Trans. Autom. Control., 2023)

A Communication-Efficient Stochastic Gradient Descent Algorithm for Distributed Nonconvex Optimization. - Antai Xie; Xinlei Yi; Xiaofan Wang 001; Ming Cao 001; Xiaoqiang Ren (ICCA, 2024)

Compressed Distributed Zeroth-Order Gradient Tracking for Nonconvex Optimization. - Lei Xu 015; Xinlei Yi; Jiayue Sun; Guanghui Wen; Tianyou Chai; Tao Yang 003 (ICCA, 2024)

Neural optimal controller for stochastic systems via pathwise HJB operator. - Zhe Jiao; Xiaoyan Luo; Xinlei Yi (CoRR, 2024)

Risk-averse Learning with Non-Stationary Distributions. - Siyi Wang; Zifan Wang 002; Xinlei Yi; Michael M. Zavlanos; Karl Henrik Johansson; Sandra Hirche (CoRR, 2024)

Reduced Network Cumulative Constraint Violation for Distributed Bandit Convex Optimization under Slater Condition. - Kunpeng Zhang; Xinlei Yi; Jinliang Ding; Ming Cao 001; Karl Henrik Johansson; Tao Yang 003 (CoRR, 2024)

Distributed online constrained convex optimization with event-triggered communication. - Kunpeng Zhang; Xinlei Yi; Yuzhe Li; Ming Cao 001; Tianyou Chai; Tao Yang 003 (Eur. J. Control, 2024)

Online Optimization Under Randomly Corrupted Attacks. - Zhihai Qu; Xiuxian Li; Li Li 008; Xinlei Yi (IEEE Trans. Signal Process., 2024)

Semiglobal Suboptimal Output Regulation for Heterogeneous Multi-Agent Systems With Input Saturation via Adaptive Dynamic Programming. - Bingjie Wang; Lei Xu 015; Xinlei Yi; Yao Jia 001; Tao Yang 003 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Distributed Nonconvex Optimization With Event-Triggered Communication. - Lei Xu 015; Xinlei Yi; Yang Shi 001; Karl Henrik Johansson; Tianyou Chai; Tao Yang 003 (IEEE Trans. Autom. Control., 2024)

Quantized Zeroth-Order Gradient Tracking Algorithm for Distributed Nonconvex Optimization Under Polyak-Łojasiewicz Condition. - Lei Xu 015; Xinlei Yi; Chao Deng 008; Yang Shi 001; Tianyou Chai; Tao Yang 003 (IEEE Trans. Cybern., 2024)

A Communication-Efficient and Differentially-Private Distributed Generalized Nash Equilibrium Seeking Algorithm for Aggregative Games. - Wenqing Zhao; Antai Xie; Yuchi Wu; Xinlei Yi; Xiaoqiang Ren (ACC, 2025)

Secure State Estimation for Intelligent Vehicles Against Cyber-Security Threats. - Yiwen Lu; Zishuo Li; Xinlei Yi; Yilin Mo (ICPS, 2025)

Differentially private and communication-efficient distributed nonconvex optimization algorithms. - Antai Xie; Xinlei Yi; Xiaofan Wang; Ming Cao 001; Xiaoqiang Ren (Autom., 2025)

Compressed gradient tracking algorithms for distributed nonconvex optimization. - Lei Xu 015; Xinlei Yi; Guanghui Wen; Yang Shi 001; Karl Henrik Johansson; Tao Yang 003 (Autom., 2025)

Decentralized Federated Learning Algorithm Under Adversary Eavesdropping. - Lei Xu 015; Danya Xu; Xinlei Yi; Chao Deng 008; Tianyou Chai; Tao Yang 003 (IEEE CAA J. Autom. Sinica, 2025)

Distributed Constrained Online Nonconvex Optimization with Compressed Communication. - Kunpeng Zhang; Lei Xu 015; Xinlei Yi; Ming Cao 001; Karl Henrik Johansson; Tianyou Chai; Tao Yang 003 (CoRR, 2025)

One-Point Sampling for Distributed Bandit Convex Optimization with Time-Varying Constraints. - Kunpeng Zhang; Lei Xu 015; Xinlei Yi; Guanghui Wen; Lihua Xie 001; Tianyou Chai; Tao Yang 003 (CoRR, 2025)

Communication-Efficient Distributed Online Nonconvex Optimization with Time-Varying Constraints. - Kunpeng Zhang; Lei Xu 015; Xinlei Yi; Guanghui Wen; Ming Cao 001; Karl Henrik Johansson; Tianyou Chai; Tao Yang 003 (CoRR, 2025)

Linear Convergent Distributed Nash Equilibrium Seeking With Compression. - Xiaomeng Chen; Yuchi Wu; Xinlei Yi; Minyi Huang; Ling Shi 001 (IEEE Trans. Autom. Control., 2025)

Distributed Online Convex Optimization With Time-Varying Constraints: Tighter Cumulative Constraint Violation Bounds Under Slater's Condition. - Xinlei Yi; Xiuxian Li; Tao Yang 003; Lihua Xie 001; Yiguang Hong; Tianyou Chai; Karl Henrik Johansson (IEEE Trans. Autom. Control., 2025)