Shaofu Yang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 40

Top Topics

Fully Distributed

Hierarchical Reinforcement Learning

Optimal Resource Allocation

Constrained Optimization

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Neural Networks

IEEE Trans. Autom. Control.

Publications

Luyao Guo, Xinli Shi, Shaofu Yang, Jinde Cao
DISA: A Dual Inexact Splitting Algorithm for Distributed Convex Composite Optimization. IEEE Trans. Autom. Control. 69 (5) (2024)
Xiaoxuan Wang, Shaofu Yang, Zhenyuan Guo, Quanbo Ge, Shiping Wen, Tingwen Huang
A Distributed k-Winners-Take-All Model With Binary Consensus Protocols. IEEE Trans. Cybern. 54 (5) (2024)
Xinglin Zhou, Yifu Yuan, Shaofu Yang, Jianye Hao
MENTOR: Guiding Hierarchical Reinforcement Learning with Human Feedback and Dynamic Distance Constraint. CoRR (2024)
Xinyue Dai, Haibin He, Wenying Xu, Shaofu Yang
A Fully Distributed Event-Triggered Average Tracking Protocol with Discrete Communication and Control Updating. ICCA (2024)
Zhen Zhang, Shaofu Yang, Wenying Xu, Kai Di
Privacy-Preserving Distributed ADMM With Event-Triggered Communication. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Zhen Zhang, Keqin Che, Shaofu Yang, Wenying Xu
Communication-efficient distributed cubic Newton with compressed lazy Hessian. Neural Networks 174 (2024)
Zhen Zhang, Shaofu Yang, Wenying Xu
Decentralized ADMM with compressed and event-triggered communication. Neural Networks 165 (2023)
Linfeng Yang, Zhen Zhang, Keqin Che, Shaofu Yang, Suyang Wang
Communication-Efficient Distributed Minimax Optimization via Markov Compression. ICONIP (1) (2023)
Xiaoxuan Wang, Shaofu Yang, Zhenyuan Guo, Tingwen Huang
A Second-Order Projected Primal-Dual Dynamical System for Distributed Optimization and Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Xiaoxuan Wang, Shaofu Yang, Zhenyuan Guo, Tingwen Huang
Distributed k-winners-take-all via multiple neural networks with inertia. Neural Networks 151 (2022)
Keqin Che, Shaofu Yang
A Snapshot Gradient Tracking for Distributed Optimization over Digraphs. CICAI (3) (2022)
Luyao Guo, Jinde Cao, Xinli Shi, Shaofu Yang
BALPA: A Balanced Primal-Dual Algorithm for Nonsmooth Optimization with Application to Distributed Optimization. CoRR (2022)
Xiaoxuan Wang, Shaofu Yang, Zhenyuan Guo, Mengke Lian, Tingwen Huang
A Distributed Dynamical System for Optimal Resource Allocation Over State-Dependent Networks. IEEE Trans. Netw. Sci. Eng. 9 (4) (2022)
Luyao Guo, Xinli Shi, Shaofu Yang, Jinde Cao
DISA: A Dual Inexact Splitting Algorithm for Distributed Convex Composite Optimization. CoRR (2022)
Kai Di, Yifeng Zhou, Fuhan Yan, Jiuchuan Jiang, Shaofu Yang, Yichuan Jiang
A Foraging Strategy with Risk Response for Individual Robots in Adversarial Environments. ACM Trans. Intell. Syst. Technol. 13 (5) (2022)
Xiaoxuan Wang, Shaofu Yang, Zhenyuan Guo, Shiping Wen, Tingwen Huang
A Distributed Network System for Nonsmooth Coupled-Constrained Optimization. IEEE Trans. Netw. Sci. Eng. 9 (5) (2022)
Luqing Wang, Luyao Guo, Shaofu Yang, Xinli Shi
Differentially Private Decentralized Optimization with Relay Communication. CoRR (2022)
Wenying Xu, Shaofu Yang, Sergio Grammatico, Wangli He
An Event-Triggered Distributed Generalized Nash Equilibrium Seeking Algorithm. CDC (2021)
Kai Di, Yifeng Zhou, Jiuchuan Jiang, Fuhan Yan, Shaofu Yang, Yichuan Jiang
Risk-aware Collection Strategies for Multirobot Foraging in Hazardous Environments. ACM Trans. Auton. Adapt. Syst. 16 (3-4) (2021)
Wenying Xu, Shaofu Yang, Jinde Cao
Fully Distributed Self-Triggered Control for Second-Order Consensus of Multiagent Systems. IEEE Trans. Syst. Man Cybern. Syst. 51 (6) (2021)
Kaixuan Li, Qingshan Liu, Shaofu Yang, Jinde Cao, Guoping Lu
Cooperative Optimization of Dual Multiagent System for Optimal Resource Allocation. IEEE Trans. Syst. Man Cybern. Syst. 50 (11) (2020)
Shuqing Gong, Shaofu Yang, Zhenyuan Guo, Tingwen Huang
Global Exponential Synchronization of Memristive Competitive Neural Networks with Time-Varying Delay via Nonlinear Control. Neural Process. Lett. 49 (1) (2019)
Shaofu Yang, Jun Wang, Qingshan Liu
Cooperative-Competitive Multiagent Systems for Distributed Minimax Optimization Subject to Bounded Constraints. IEEE Trans. Autom. Control. 64 (4) (2019)
Qingshan Liu, Jiang Xiong, Shaofu Yang
Mixed-Norm Projection-Based Iterative Algorithm for Face Recognition. ISNN (2) (2019)
Kai Di, Shaofu Yang, Wanyuan Wang, Fuhan Yan, Haokun Xing, Jiuchuan Jiang, Yichuan Jiang
Optimizing Evasive Strategies for an Evader with Imperfect Vision Capacity. J. Intell. Robotic Syst. 96 (3-4) (2019)
Shaofu Yang, Jun Wang, Qingshan Liu
Consensus of Heterogeneous Nonlinear Multiagent Systems With Duplex Control Laws. IEEE Trans. Autom. Control. 64 (12) (2019)
Shenshen Gu, Tao Hao, Shaofu Yang
The Implementation of a Pointer Network Model for Traveling Salesman Problem on a Xilinx PYNQ Board. ISNN (2018)
Zhenyuan Guo, Shuqing Gong, Shaofu Yang, Tingwen Huang
Global exponential synchronization of multiple coupled inertial memristive neural networks with time-varying delay via nonlinear coupling. Neural Networks 108 (2018)
Shuqing Gong, Shaofu Yang, Zhenyuan Guo, Tingwen Huang
Global exponential synchronization of inertial memristive neural networks with time-varying delay via nonlinear controller. Neural Networks 102 (2018)
Shaofu Yang, Wenying Xu, Zhenyuan Guo
Distributed Convergence to Saddle-Points Over General Directed Multi-Agent Networks. ICCA (2018)
Shaofu Yang, Qingshan Liu, Jun Wang
A Collaborative Neurodynamic Approach to Multiple-Objective Distributed Optimization. IEEE Trans. Neural Networks Learn. Syst. 29 (4) (2018)
Shaofu Yang, Zhi-Yuan Wen, Shi-Yu Huang, Kun-Han Tsai, Wu-Tung Cheng
Circuit and Methodology for Testing Small Delay Faults in the Clock Network. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (10) (2018)
Qingshan Liu, Shaofu Yang, Yiguang Hong
Constrained Consensus Algorithms With Fixed Step Size for Distributed Convex Optimization Over Multiagent Networks. IEEE Trans. Autom. Control. 62 (8) (2017)
Shaofu Yang, Qingshan Liu, Jun Wang
Distributed Optimization Based on a Multiagent System in the Presence of Communication Delays. IEEE Trans. Syst. Man Cybern. Syst. 47 (5) (2017)
Shaofu Yang, Zhenyuan Guo, Jun Wang
Global Synchronization of Multiple Recurrent Neural Networks With Time Delays via Impulsive Interactions. IEEE Trans. Neural Networks Learn. Syst. 28 (7) (2017)
Qingshan Liu, Shaofu Yang, Jun Wang
A Collective Neurodynamic Approach to Distributed Constrained Optimization. IEEE Trans. Neural Networks Learn. Syst. 28 (8) (2017)
Shaofu Yang, Qingshan Liu, Jun Wang
A Multi-Agent System With a Proportional-Integral Protocol for Distributed Constrained Optimization. IEEE Trans. Autom. Control. 62 (7) (2017)
Shaofu Yang, Jun Wang, Qingshan Liu
Multiple-objective optimization based on a two-time-scale neurodynamic system. ICACI (2016)
Shaofu Yang, Shi-Yu Huang, Kun-Han Tsai, Wu-Tung Cheng
Testing of small delay faults in a clock network. ETS (2016)
Zhenyuan Guo, Shaofu Yang, Jun Wang
Global synchronization of memristive neural networks subject to random disturbances via distributed pinning control. Neural Networks 84 (2016)
Zhenyuan Guo, Shaofu Yang, Jun Wang
Global Exponential Synchronization of Multiple Memristive Neural Networks With Time Delay via Nonlinear Coupling. IEEE Trans. Neural Networks Learn. Syst. 26 (6) (2015)
Shaofu Yang, Zhenyuan Guo, Jun Wang
Robust Synchronization of Multiple Memristive Neural Networks With Uncertain Parameters via Nonlinear Coupling. IEEE Trans. Syst. Man Cybern. Syst. 45 (7) (2015)