Huaqing Li

Orcid: 0000-0001-6310-8965

Affiliations:
  • Hangzhou Dianzi University, School of Automation, China
  • Southwest University, College of Electronic and Information Engineering, Chongqing, China
  • Chongqing University, China (PhD 2013)


According to our database1, Huaqing Li authored at least 159 papers between 2011 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Resilient consensus of heterogeneous multi-agent systems under asynchronous optimal DoS attack schedules.
Inf. Sci., 2025

Data-driven distributed output consensus control for multi-agent systems with unknown internal state.
Neurocomputing, 2025

2024
Zeroth-Order Decentralized Dual Averaging for Online Optimization With Privacy Consideration.
IEEE Trans. Emerg. Top. Comput. Intell., December, 2024

Leader-Following Synchronization Control of Multiagent Systems Under Hybrid Cyber Attacks via Impulsive Control Based on Topology Switching.
IEEE Trans. Cybern., September, 2024

Resilient Prediction-Based and Event-Triggered Control for CPSs Under DoS Attacks.
IEEE Trans. Ind. Informatics, August, 2024

Explicit Performance Containment Control for Multiagent Systems With Leaders Bounded Unknown Input by Hybrid Time-Event Triggered Mechanism.
IEEE Trans. Aerosp. Electron. Syst., August, 2024

Spatiotemporal synchronous dynamic graph attention network for traffic flow forecasting.
Neural Comput. Appl., August, 2024

Resilient-Based and Attack-Intensity Event-Triggered Protocol for Active Quarter-Vehicle Suspension Systems Under DoS Attacks.
IEEE Trans. Intell. Transp. Syst., July, 2024

Data-Based Optimal Consensus Control for Multiagent Systems With Time Delays: Using Prioritized Experience Replay.
IEEE Trans. Syst. Man Cybern. Syst., May, 2024

Distributed Charging Strategy of PEVs in SCS with Feeder Constraints Based on Generalized Nash Equilibria.
Axioms, April, 2024

Distributed Primal-Dual Proximal Algorithms for Convex Optimization Involving Three Composite Functions.
IEEE Trans. Control. Netw. Syst., March, 2024

Distributed economic dispatch algorithm in smart grid based on event-triggered and fixed-time consensus methods.
Neurocomputing, March, 2024

A bidirectional-a-star-based ant colony optimization algorithm for big-data-driven taxi route recommendation.
Multim. Tools Appl., February, 2024

A projected decentralized variance-reduction algorithm for constrained optimization problems.
Neural Comput. Appl., January, 2024

Distributed Generalized Nash Equilibria Computation of Noncooperative Games Via Novel Primal-Dual Splitting Algorithms.
IEEE Trans. Signal Inf. Process. over Networks, 2024

Privacy-Preserving Push-Pull Method for Decentralized Optimization via State Decomposition.
IEEE Trans. Signal Inf. Process. over Networks, 2024

Self-Triggered Consensus-Based Strategy for Economic Dispatch in Uncertain Communication Networks.
IEEE Trans. Netw. Sci. Eng., 2024

Distributed Online Private Learning of Convex Nondecomposable Objectives.
IEEE Trans. Netw. Sci. Eng., 2024

Explanatory subgraph attacks against Graph Neural Networks.
Neural Networks, 2024

RSAB-ConvGRU: A hybrid deep-learning method for traffic flow prediction.
Multim. Tools Appl., 2024

Distributed generalized Nash equilibrium seeking: A backward-reflected-forward-backward-based algorithm.
J. Frankl. Inst., 2024

Prescribed-time formation-containment control and collision avoidance for second-order multi-agent systems.
J. Frankl. Inst., 2024

Scaled consensus of heterogeneous multi-agent systems under asynchronous DoS attacks.
Inf. Sci., 2024

Action-dependent heuristic dynamic programming for hybrid-order systems based on dynamic event-triggered mechanism.
Neurocomputing, 2024

Edge-based distributed primal-dual algorithms for seeking generalized Nash equilibria.
Eur. J. Control, 2024

Distributed Generalized Nash Equilibria Seeking Algorithms Involving Synchronous and Asynchronous Schemes.
CoRR, 2024

2023
Privacy Protection Decentralized Economic Dispatch Over Directed Networks With Accurate Convergence.
IEEE Trans. Emerg. Top. Comput. Intell., December, 2023

An A<sup>2</sup>-Gurobi algorithm for route recommendation with big taxi trajectory data.
Multim. Tools Appl., December, 2023

Spatial-temporal graph neural network based on gated convolution and topological attention for traffic flow prediction.
Appl. Intell., December, 2023

Consensus Formation of Multi-agent Systems with Obstacle Avoidance based on Event-triggered Impulsive Control.
J. Intell. Robotic Syst., November, 2023

A distributed EEMDN-SABiGRU model on Spark for passenger hotspot prediction.
Frontiers Inf. Technol. Electron. Eng., September, 2023

An accelerated exact distributed first-order algorithm for optimization over directed networks.
J. Frankl. Inst., September, 2023

An event-triggering algorithm for decentralized stochastic optimization over networks.
J. Frankl. Inst., September, 2023

Attention-based spatial-temporal adaptive dual-graph convolutional network for traffic flow forecasting.
Neural Comput. Appl., August, 2023

Fuzzy Secure Event-Triggered Control for Networked Nonlinear Systems Under DoS and Deception Attacks.
IEEE Trans. Syst. Man Cybern. Syst., July, 2023

Primal-Dual Fixed Point Algorithms Based on Adapted Metric for Distributed Optimization.
IEEE Trans. Neural Networks Learn. Syst., June, 2023

Distributed Primal-Dual Algorithms for Stochastic Generalized Nash Equilibrium Seeking Under Full and Partial-Decision Information.
IEEE Trans. Control. Netw. Syst., June, 2023

Data-Driven Tracking Control for Multi-Agent Systems With Unknown Dynamics via Multithreading Iterative Q-Learning.
IEEE Trans. Syst. Man Cybern. Syst., April, 2023

Finite-time average consensus of directed second-order multi-agent systems with Markovian switching topology and impulsive disturbance.
Neural Comput. Appl., April, 2023

Optimal antisynchronization control for unknown multiagent systems with deep deterministic policy gradient approach.
Inf. Sci., April, 2023

A Primal-Dual Forward-Backward Splitting Algorithm for Distributed Convex Optimization.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2023

Aggregative Game for Distributed Charging Strategy of PEVs in a Smart Charging Station.
Axioms, February, 2023

Fully Distributed Dynamic Event-Triggered Pinning Cluster Consensus Control for Heterogeneous Multiagent Systems With Cooperative-Competitive Interactions.
IEEE Trans. Syst. Man Cybern. Syst., 2023

A Distributed Nesterov-Like Gradient Tracking Algorithm for Composite Constrained Optimization.
IEEE Trans. Signal Inf. Process. over Networks, 2023

Asynchronous Algorithms for Decentralized Resource Allocation Over Directed Networks.
IEEE Trans. Parallel Distributed Syst., 2023

Push-LSVRG-UP: Distributed Stochastic Optimization Over Unbalanced Directed Networks With Uncoordinated Triggered Probabilities.
IEEE Trans. Netw. Sci. Eng., 2023

Quadtree-Based Adaptive Spatial Decomposition for Range Queries Under Local Differential Privacy.
IEEE Trans. Emerg. Top. Comput., 2023

Carbon-Aware Load Balance Control of Data Centers With Renewable Generations.
IEEE Trans. Cloud Comput., 2023

Achieving linear convergence for differentially private full-decentralized economic dispatch over directed networks.
Inf. Sci., 2023

Initialization-free distributed prescribed-time consensus based algorithm for economic dispatch problem over directed network.
Neurocomputing, 2023

Privacy-Preserving Push-Pull Method for Decentralized Optimization via State Decomposition.
CoRR, 2023

Prox-DBRO-VR: A Unified Analysis on Decentralized Byzantine-Resilient Composite Stochastic Optimization with Variance Reduction and Non-Asymptotic Convergence Rates.
CoRR, 2023

Dynamics-Based Algorithm-Level Privacy Preservation for Push-Sum Average Consensus.
CoRR, 2023

A Frequency Reconfigurable Multi-mode Printed Antenna.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

A 3D UWB Hybrid Localization Method Based on BSR and L-AOA.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Privacy-Preserving Travel Time Prediction for Internet of Vehicles: A Crowdsensing and Federated Learning Approach.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

An Improved Target Searching and Imaging Method for CSAR.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Distributed Operator-Splitting Algorithm for Seeking GNE Aggregative Game.
Proceedings of the 2023 4th International Conference on Computing, 2023

2022
Decentralized Triple Proximal Splitting Algorithm With Uncoordinated Stepsizes for Nonsmooth Composite Optimization Problems.
IEEE Trans. Syst. Man Cybern. Syst., 2022

A Decentralized Stochastic Algorithm for Coupled Composite Optimization With Linear Convergence.
IEEE Trans. Signal Inf. Process. over Networks, 2022

ET-DASG: An Efficient Decentralized Algorithm for Convex Optimization Over Networks.
IEEE Trans. Netw. Sci. Eng., 2022

Decentralized Dual Operator Splitting for Nonsmooth Composite Optimization.
IEEE Trans. Netw. Sci. Eng., 2022

An Event-Triggered Approach for Gradient Tracking in Consensus-Based Distributed Optimization.
IEEE Trans. Netw. Sci. Eng., 2022

Pattern Formation in a Reaction-Diffusion BAM Neural Network With Time Delay: (k<sub>1</sub>, k<sub>2</sub>) Mode Hopf-Zero Bifurcation Case.
IEEE Trans. Neural Networks Learn. Syst., 2022

Variable Time Headway Policy Based Platoon Control for Heterogeneous Connected Vehicles With External Disturbances.
IEEE Trans. Intell. Transp. Syst., 2022

S-DIGing: A Stochastic Gradient Tracking Algorithm for Distributed Optimization.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

Couple-Group Consensus of Cooperative-Competitive Heterogeneous Multiagent Systems: A Fully Distributed Event-Triggered and Pinning Control Method.
IEEE Trans. Cybern., 2022

Event-Triggering Interaction Scheme for Discrete-Time Decentralized Optimization With Nonuniform Step Sizes.
IEEE Trans. Cybern., 2022

Distributed Constrained Optimization With Asynchrony and Delays.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

Distributed Primal-Dual Splitting Algorithm for Multiblock Separable Optimization Problems.
IEEE Trans. Autom. Control., 2022

A parallel NAW-DBLSTM algorithm on Spark for traffic flow forecasting.
Neural Comput. Appl., 2022

A distributed EMDN-GRU model on Spark for passenger waiting time forecasting.
Neural Comput. Appl., 2022

A parallel grid-search-based SVM optimization algorithm on Spark for passenger hotspot prediction.
Multim. Tools Appl., 2022

SW-BiLSTM: a Spark-based weighted BiLSTM model for traffic flow forecasting.
Multim. Tools Appl., 2022

A parallel SP-DBSCAN algorithm on spark for waiting spot recommendation.
Multim. Tools Appl., 2022

APFD: an effective approach to taxi route recommendation with mobile trajectory big data.
Frontiers Inf. Technol. Electron. Eng., 2022

Decentralized proximal splitting algorithms for composite constrained convex optimization.
J. Frankl. Inst., 2022

Optimal couple-group tracking control for the heterogeneous multi-agent systems with cooperative-competitive interactions via reinforcement learning method.
Inf. Sci., 2022

Optimal consensus model-free control for multi-agent systems subject to input delays and switching topologies.
Inf. Sci., 2022

Decentralized Primal-Dual Proximal Operator Algorithm for Constrained Nonsmooth Composite Optimization Problems over Networks.
Entropy, 2022

Distributed Online Learning Algorithm With Differential Privacy Strategy for Convex Nondecomposable Global Objectives.
CoRR, 2022

2021
A Nesterov-Like Gradient Tracking Algorithm for Distributed Optimization Over Directed Networks.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Random Sleep Scheme-Based Distributed Optimization Algorithm Over Unbalanced Time-Varying Networks.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Convergence of Distributed Accelerated Algorithm Over Unbalanced Directed Networks.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Asynchronous Distributed Model Predictive Control for Optimal Output Consensus of High-Order Multi-Agent Systems.
IEEE Trans. Signal Inf. Process. over Networks, 2021

Decentralized Dual Proximal Gradient Algorithms for Non-Smooth Constrained Composite Optimization Problems.
IEEE Trans. Parallel Distributed Syst., 2021

Distributed Nesterov Gradient and Heavy-Ball Double Accelerated Asynchronous Optimization.
IEEE Trans. Neural Networks Learn. Syst., 2021

Privacy Masking Stochastic Subgradient-Push Algorithm for Distributed Online Optimization.
IEEE Trans. Cybern., 2021

A Distributed Stochastic Proximal-Gradient Algorithm for Composite Optimization.
IEEE Trans. Control. Netw. Syst., 2021

Distributed Constrained Optimization Over Unbalanced Directed Networks Using Asynchronous Broadcast-Based Algorithm.
IEEE Trans. Autom. Control., 2021

Decentralized stochastic optimization algorithms using uncoordinated step-sizes over unbalanced directed networks.
Signal Process., 2021

A distributed WND-LSTM model on MapReduce for short-term traffic flow prediction.
Neural Comput. Appl., 2021

A distributed stochastic optimization algorithm with gradient-tracking and distributed heavy-ball acceleration.
Frontiers Inf. Technol. Electron. Eng., 2021

Fully distributed event-triggered pinning group consensus control for heterogeneous multi-agent systems with cooperative-competitive interaction strength.
Neurocomputing, 2021

Dynamic group consensus for delayed heterogeneous multi-agent systems in cooperative-competitive networks via pinning control.
Neurocomputing, 2021

The Barzilai-Borwein Method for distributed optimization over unbalanced directed networks.
Eng. Appl. Artif. Intell., 2021

Optimal consensus control for unknown second-order multi-agent systems: Using model-free reinforcement learning method.
Appl. Math. Comput., 2021

2020
Accelerated Convergence Algorithm for Distributed Constrained Optimization under Time-Varying General Directed Graphs.
IEEE Trans. Syst. Man Cybern. Syst., 2020

A Computation-Efficient Decentralized Algorithm for Composite Constrained Optimization.
IEEE Trans. Signal Inf. Process. over Networks, 2020

Computation-Efficient Distributed Algorithm for Convex Optimization Over Time-Varying Networks With Limited Bandwidth Communication.
IEEE Trans. Signal Inf. Process. over Networks, 2020

Edge-Based Stochastic Gradient Algorithm for Distributed Optimization.
IEEE Trans. Netw. Sci. Eng., 2020

Achieving Acceleration for Distributed Economic Dispatch in Smart Grids Over Directed Networks.
IEEE Trans. Netw. Sci. Eng., 2020

Distributed Robust Algorithm for Economic Dispatch in Smart Grids Over General Unbalanced Directed Networks.
IEEE Trans. Ind. Informatics, 2020

Robust Manhattan non-negative matrix factorization for image recovery and representation.
Inf. Sci., 2020

On the convergence of exact distributed generalisation and acceleration algorithm for convex optimisation.
Int. J. Syst. Sci., 2020

Binary Codes Based on Non-Negative Matrix Factorization for Clustering and Retrieval.
IEEE Access, 2020

Distributed Event-Triggered Communication Scheme for Economic Dispatch Problem in Power System With Uncoordinated Step-Sizes.
IEEE Access, 2020

Accelerated Row-stochastic Optimization over Directed Graphs with Uncoordinated Step Sizes.
Proceedings of the 16th IEEE International Conference on Control & Automation, 2020

An Edge-based Distributed Algorithm for Economic Dispatch in Power Systems.
Proceedings of the 16th IEEE International Conference on Control & Automation, 2020

2019
Convergence Analysis of a Distributed Optimization Algorithm with a General Unbalanced Directed Communication Network.
IEEE Trans. Netw. Sci. Eng., 2019

Distributed Projection Subgradient Algorithm Over Time-Varying General Unbalanced Directed Graphs.
IEEE Trans. Autom. Control., 2019

Cluster lag synchronization of delayed heterogeneous complex dynamical networks via intermittent pinning control.
Neural Comput. Appl., 2019

Primal-dual stochastic distributed algorithm for constrained convex optimization.
J. Frankl. Inst., 2019

Distributed consensus-based multi-agent convex optimization via gradient tracking technique.
J. Frankl. Inst., 2019

Accelerated Distributed Optimization over Directed Graphs with Row and Column-Stochastic Matrices.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

2018
Event-Triggered Communication and Data Rate Constraint for Distributed Optimization of Multiagent Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2018

Geometrical convergence rate for distributed optimization with time-varying directed graphs and uncoordinated step-sizes.
Inf. Sci., 2018

Distributed primal-dual optimisation method with uncoordinated time-varying step-sizes.
Int. J. Syst. Sci., 2018

A MapReduce-Based Parallel Frequent Pattern Growth Algorithm for Spatiotemporal Association Analysis of Mobile Trajectory Big Data.
Complex., 2018

2017
High-Performance Consensus Control in Networked Systems With Limited Bandwidth Communication and Time-Varying Directed Topologies.
IEEE Trans. Neural Networks Learn. Syst., 2017

Distributed Consensus Optimization in Multiagent Networks With Time-Varying Directed Topologies and Quantized Communication.
IEEE Trans. Cybern., 2017

Attraction Region Seeking for Power Grids.
IEEE Trans. Circuits Syst. II Express Briefs, 2017

Consensus in networked dynamical systems with event-triggered control inputs and random switching topologies.
Neural Comput. Appl., 2017

Leader-following consensus of nonlinear discrete-time multi-agent systems with limited communication channel capacity.
J. Frankl. Inst., 2017

Distributed optimization of first-order discrete-time multi-agent systems with event-triggered communication.
Neurocomputing, 2017

Event-triggered consensus for multi-agent networks with switching topology under quantized communication.
Neurocomputing, 2017

Event-Triggered Discrete-Time Distributed Consensus Optimization over Time-Varying Graphs.
Complex., 2017

Event-based consensus of second-order multi-agent systems with discrete time.
Autom., 2017

2016
Event-Triggered Distributed Average Consensus Over Directed Digital Networks With Limited Communication Bandwidth.
IEEE Trans. Cybern., 2016

Leader-Following Consensus of Discrete-Time Multiagent Systems With Encoding-Decoding.
IEEE Trans. Circuits Syst. II Express Briefs, 2016

Event-triggered sampling scheme for pinning control in multi-agent networks with general nonlinear dynamics.
Neural Comput. Appl., 2016

Consensus analysis of multiagent systems with second-order nonlinear dynamics and general directed topology: An event-triggered scheme.
Inf. Sci., 2016

Event-triggered nonlinear consensus in directed multi-agent systems with combinational state measurements.
Int. J. Syst. Sci., 2016

Leader-following consensus in second-order multi-agent systems with input time delay: An event-triggered sampling approach.
Neurocomputing, 2016

A distributed spatial-temporal weighted model on MapReduce for short-term traffic flow forecasting.
Neurocomputing, 2016

Global attracting sets of non-autonomous and complex-valued neural networks with time-varying delays.
Neurocomputing, 2016

Event-triggered consensus in nonlinear multi-agent systems with nonlinear dynamics and directed network topology.
Neurocomputing, 2016

Quantized subgradient algorithm with limited bandwidth communications for solving distributed optimization over general directed multi-agent networks.
Neurocomputing, 2016

Distributed consensus of multi-agent systems over general directed networks with limited bandwidth communication.
Neurocomputing, 2016

A Map Reduce-Based Nearest Neighbor Approach for Big-Data-Driven Traffic Flow Prediction.
IEEE Access, 2016

2015
Cloud Computing Service: The Caseof Large Matrix Determinant Computation.
IEEE Trans. Serv. Comput., 2015

Second-Order Global Consensus in Multiagent Networks With Random Directional Link Failure.
IEEE Trans. Neural Networks Learn. Syst., 2015

Event-Triggering Sampling Based Leader-Following Consensus in Second-Order Multi-Agent Systems.
IEEE Trans. Autom. Control., 2015

Role mining based on permission cardinality constraint and user cardinality constraint.
Secur. Commun. Networks, 2015

Event-triggered asynchronous intermittent communication strategy for synchronization in complex dynamical networks.
Neural Networks, 2015

Diverting homoclinic chaos in a class of piecewise smooth oscillators to stable periodic orbits using small parametrical perturbations.
Neurocomputing, 2015

Role mining based on cardinality constraints.
Concurr. Comput. Pract. Exp., 2015

2014
Pinning Controllability Analysis of Complex Networks With a Distributed Event-Triggered Mechanism.
IEEE Trans. Circuits Syst. II Express Briefs, 2014

Algebraic criteria for second-order global consensus in multi-agent networks with intrinsic nonlinear dynamics and directed topologies.
Inf. Sci., 2014

2013
Second-Order Locally Dynamical Consensus of Multiagent Systems With Arbitrarily Fast Switching Directed Topologies.
IEEE Trans. Syst. Man Cybern. Syst., 2013

Outsourcing Large Matrix Inversion Computation to A Public Cloud.
IEEE Trans. Cloud Comput., 2013

Second-Order Consensus Seeking in Multi-Agent Systems With Nonlinear Dynamics Over Random Switching Directed Networks.
IEEE Trans. Circuits Syst. I Regul. Pap., 2013

Role Mining Using Boolean Matrix Decomposition with Hierarchy.
Proceedings of the 12th IEEE International Conference on Trust, 2013

RMiner: a tool set for role mining.
Proceedings of the 18th ACM Symposium on Access Control Models and Technologies, 2013

2012
A Unified Approach to Chaos Suppressing and Inducing in a Periodically Forced Family of Nonlinear Oscillators.
IEEE Trans. Circuits Syst. I Regul. Pap., 2012

Parallel chaotic Hash function construction based on cellular neural network.
Neural Comput. Appl., 2012

Hopf bifurcation analysis of a delayed viral infection model in computer networks.
Math. Comput. Model., 2012

Hopf-pitchfork bifurcation in an inertial two-neuron system with time delay.
Neurocomputing, 2012

2011
Chaos control and synchronization via a novel chatter free sliding mode control strategy.
Neurocomputing, 2011


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