Shengjun Zhang

Latest

Accelerated Zeroth-order Algorithm for Stochastic Distributed Nonconvex Optimization
Zeroth-Order Stochastic Coordinate Methods for Decentralized Non-convex Optimization
Sublinear and Linear Convergence of Modified ADMM for Distributed Nonconvex Optimization
Zeroth-order Algorithms for Distributed Stochastic Nonconvex Optimization
A Primal-Dual SGD Algorithm for Distributed Nonconvex Optimization
Communication Compression for Distributed Nonconvex Optimization
Accelerated Primal-Dual Algorithm for Distributed Nonconvex Optimization
Convergence Analysis of Nonconvex Distributed Stochastic Zeroth-order Coordinate Method
A Primal-Dual Algorithm for Distributed Sparse Principal Component Analysis
Linear Convergence of First- and Zeroth-Order Primal-Dual Algorithms for Distributed Nonconvex Optimization
Variance Aware Reward Smoothing for Deep Reinforcement Learning
Event-Triggered Proportional-Integral Algorithms for Distributed Optimization (Invited Session Extended Abstract)
Event-triggered Distributed Optimization Algorithms (in Chinese)
Linear Convergence for Distributed Optimization Without Strong Convexity
Optimal Control Under Communication Constraints for Multi-agent Unmanned Vehicles
Exponential Convergence for Distributed Smooth Optimization Under the Restricted Secant Inequality Conditions
Obstacle Avoidance and Navigation Utilizing Reinforcement Learning with Reward Shaping
Event-Triggered Control for Consensus of Multi-Agent Systems with Output Saturation and Directed Topologies
Computational Convergence Analysis of Distributed Optimization Algorithms for Directed Graphs
Distributed Proportional-Integral Optimization Algorithms with Event-triggered Communication
Distributed Economic Dispatch over Networks with Markovian Communication Losses
A Magnetic Nanoparticle Based Nucleic Acid Isolation and Purification Instrument for DNA Extraction of Escherichia Coli O157: H7