Publications (62)
Linear Convergent Distributed Nash Equilibrium Seeking with Compression
Xiaomeng Chen, Yuchi Wu, Xinlei Yi +2
Communication-Efficient Distributed Online Nonconvex Optimization with Time-Varying Constraints
Kunpeng Zhang, Lei Xu, Xinlei Yi +5
Differentially Private and Communication-Efficient Distributed Nonconvex Optimization Algorithms
Antai Xie, Xinlei Yi, Xiaofan Wang +2
Linear Convergence of First- and Zeroth-Order Primal-Dual Algorithms for Distributed Nonconvex Optimization
Xinlei Yi, Shengjun Zhang, Tao Yang +2
STEPS: Semantic Contract-Guided Scheduling for LLM-Assisted Natural Language-Driven Edge AI Services
Houyi Qi, Minghui Liwang, Xianbin Wang +2
A Communication-Efficient Stochastic Gradient Descent Algorithm for Distributed Nonconvex Optimization
Antai Xie, Xinlei Yi, Xiaofan Wang +2
PAST: Pilot and Adaptive Orchestration for Timely and Resilient Service Delivery in Edge-Assisted UAV Networks under Spatio-Temporal Dynamics
Houyi Qi, Minghui Liwang, Liqun Fu +4
Distributed Optimization for Second-Order Multi-Agent Systems with Dynamic Event-Triggered Communication
Xinlei Yi, Lisha Yao, Tao Yang +2
Quantized Distributed Nonconvex Optimization Algorithms with Linear Convergence under the Polyak--$Å$ojasiewicz Condition
Lei Xu, Xinlei Yi, Jiayue Sun +3
Optimizing Active Cyber Defense
Wenlian Lu, Shouhuai Xu, Xinlei Yi
Compressed Distributed Stochastic Nonconvex Optimization with Differential Privacy
Antai Xie, Xiaoqiang Ren, Xinlei Yi +2
Communication Compression for Distributed Nonconvex Optimization
Xinlei Yi, Shengjun Zhang, Tao Yang +2
Distributed Least Squares Solver for Network Linear Equations
Tao Yang, Jemin George, Jiahu Qin +2
Asymmetric Feedback Learning in Online Convex Games
Zifan Wang, Xinlei Yi, Yi Shen +2
First- and Zeroth-Order Learning in Asynchronous Games
Zifan Wang, Xinlei Yi, Michael M. Zavlanos +1
Zeroth-Order Algorithms for Stochastic Distributed Nonconvex Optimization
Xinlei Yi, Shengjun Zhang, Tao Yang +1
Formation Control for Multi-Agent Systems with Connectivity Preservation and Event-Triggered Controllers
Xinlei Yi, Jieqiang Wei, Dimos V. Dimarogonas +1
Distributed Robust Dynamic Average Consensus with Dynamic Event-Triggered Communication
Jemin George, Xinlei Yi, Tao Yang
Heterogeneous Distributed Zeroth-Order Nonconvex Optimization with Communication Compression
Haonan Wang, Xinlei Yi, Yiguang Hong +1
Compressed Differentially Private Distributed Optimization with Linear Convergence
Antai Xie, Xinlei Yi, Xiaofan Wang +2
A Communication-Efficient and Differentially-Private Distributed Generalized Nash Equilibrium Seeking Algorithm for Aggregative Games
Wenqing Zhao, Antai Xie, Yuchi Wu +2
Global Convergence of Analytic Neural Networks with Event-triggered Synaptic Feedbacks
Wenlian Lu, Ren Zheng, Xinlei Yi +1
DeceFL: A Principled Decentralized Federated Learning Framework
Ye Yuan, Jun Liu, Dou Jin +12
Nonlinear consensus protocols with applications to quantized systems
Jieqiang Wei, Xinlei Yi, Henrik Sandberg +1
Distributed online constrained convex optimization with event-triggered communication
Kunpeng Zhang, Xinlei Yi, Yuzhe Li +3
Risk-averse Learning with Non-Stationary Distributions
Siyi Wang, Zifan Wang, Xinlei Yi +3
Exponential Convergence for Distributed Smooth Optimization Under the Restricted Secant Inequality Condition
Xinlei Yi, Shengjun Zhang, Tao Yang +2
Nonlinear consensus protocols with applications to quantized systems
Jieqiang Wei, Xinlei Yi, Henrik Sandberg +1
Compressed Momentum-based Single-Point Zeroth-Order Algorithm for Stochastic Distributed Nonconvex Optimization
Linjing Chen, Antai Xie, Xinlei Yi +2
Distributed Online Convex Optimization with an Aggregative Variable
Xiuxian Li, Xinlei Yi, Lihua Xie
A Primal-Dual SGD Algorithm for Distributed Nonconvex Optimization
Xinlei Yi, Shengjun Zhang, Tao Yang +2
Flying over The Uncertain Nature (FORTUNE): Intelligent and Humanistic 3D Path Planning for Low-Altitude Collaboration
Minghui Liwang, Wenhan Jia, Xinlei Yi +3
Pull-Based Distributed Event-triggered Consensus for Multi-agent Systems with Directed Topologies
Xinlei Yi, Wenlian Lu, Tianping Chen
Rate analysis of dual averaging for nonconvex distributed optimization
Changxin Liu, Xuyang Wu, Xinlei Yi +2
Distributed Online Convex Optimization with Time-Varying Coupled Inequality Constraints
Xinlei Yi, Xiuxian Li, Lihua Xie +1
Distributed Online Optimization for Multi-Agent Networks with Coupled Inequality Constraints
Xiuxian Li, Xinlei Yi, Lihua Xie
Distributed Event-triggered Consensus for Multi-agent Systems with Directed Topologies
Xinlei Yi, Wenlian Lu, Tianping Chen
Distributed Seeking for Fixed Points of Biased Stochastic Operators: A Communication-Efficient Approach
Fan Li, Lei Xu, Xinlei Yi +3
DRIFT: Risk-Constrained Diffusion with Imitation Priors for Mixed-Autonomy Traffic Generation
Yaoshen Yu, Minghui Liwang, Wenbo Zhu +5
Unified Communication Compression Beyond Global Error Bounds for Distributed Nonconvex Optimization
Haonan Wang, Minghui Liwang, Yiguang Hong +2
Distributed Event-Triggered Control for Global Consensus of Multi-Agent Systems with Input Saturation
Xinlei Yi, Tao Yang, Junfeng Wu +1
SAGE: A Socially-Aware Generative Engine for Heterogeneous Multi-Agent Navigation
Lan Hu, Minghui Liwang, Wenbo Zhu +5
Distributed Online Convex Optimization with Adversarial Constraints: Reduced Cumulative Constraint Violation Bounds under Slater's Condition
Xinlei Yi, Xiuxian Li, Tao Yang +4
Event-Triggered Control for Consensus of Multi-Agent Systems with Nonlinear Output and Directed Topologies
Xinlei Yi, Shengjun Zhang, Tao Yang +2
Distributed Constrained Online Nonconvex Optimization with Compressed Communication
Kunpeng Zhang, Lei Xu, Xinlei Yi +4
Compressed Gradient Tracking Algorithms for Distributed Nonconvex Optimization
Lei Xu, Xinlei Yi, Guanghui Wen +3
Distributed Dynamic Event-Triggered Control for Multi-Agent Systems
Xinlei Yi, Kun Liu, Dimos V. Dimarogonas +1
Distributed Event-Triggered Bandit Convex Optimization with Time-Varying Constraints
Kunpeng Zhang, Xinlei Yi, Guanghui Wen +4
Regret and Cumulative Constraint Violation Analysis for Online Convex Optimization with Long Term Constraints
Xinlei Yi, Xiuxian Li, Tao Yang +3
One-Point Sampling for Distributed Bandit Convex Optimization with Time-Varying Constraints
Kunpeng Zhang, Lei Xu, Xinlei Yi +4
Stability of Analytic Neural Networks with Event-triggered Synaptic Feedbacks
Ren Zheng, Xinlei Yi, Wenlian Lu +1
Self-Triggered Control for Multi-Agent Systems with Quantized Communication or Sensing
Xinlei Yi, Jieqiang Wei, Karl H. Johansson
Distributed Bandit Online Convex Optimization with Time-Varying Coupled Inequality Constraints
Xinlei Yi, Xiuxian Li, Tao Yang +3
Synchronization of Kuramoto oscillators in a bidirectional frequency-dependent tree network
Matin Jafarian, Xinlei Yi, Mohammad Pirani +2
Compressed Zeroth-Order Algorithm for Stochastic Distributed Nonconvex Optimization
Haonan Wang, Xinlei Yi, Yiguang Hong
Reduced Network Cumulative Constraint Violation for Distributed Bandit Convex Optimization under Slater Condition
Kunpeng Zhang, Xinlei Yi, Jinliang Ding +3
Regret and Cumulative Constraint Violation Analysis for Distributed Online Constrained Convex Optimization
Xinlei Yi, Xiuxian Li, Tao Yang +3
Achieving synchronization in arrays of coupled differential systems with time-varying couplings
Xinlei Yi, Wenlian Lu, Tianping Chen
Game-Theoretic Safe Multi-Agent Motion Planning with Reachability Analysis for Dynamic and Uncertain Environments (Extended Version)
Wenbin Mai, Minghui Liwang, Xinlei Yi +3
Distributed Optimization by Network Flows with Spatio-Temporal Compression
Zihao Ren, Lei Wang, Xinlei Yi +5
Event-triggered Consensus for Multi-agent Systems with Asymmetric and Reducible Topologies
Xinlei Yi, Wenlian Lu, Tianping Chen
Distributionally Robust Federated Learning with Outlier Resilience
Zifan Wang, Xinlei Yi, Xenia Konti +2