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ORCIDHuaqing Li 0001
Person information
- affiliation: Hangzhou Dianzi University, School of Automation, China
- affiliation: Southwest University, College of Electronic and Information Engineering, Chongqing, China
- affiliation (PhD 2013): Chongqing University, China
Other persons with the same name
- Huaqing Li 0002 — Shanghai Jiao Tong University, Department of Computer Science and Engineering, China
- Huaqing Li 0003 — Xidian University, State Key Laboratory of ISN / Joint Laboratory of High Speed Multi-source Image Coding and Processing, Xi'an, China
- Huaqing Li 0004 — University of Nebraska-Lincoln, Department of Computer Science and Engineering, Systems Biology and Biomedical Informatics Laboratory, NE, USA
- Huaqing Li 0005 — University of Science and Technology of China, China
- Huaqing Li 0006 — Xi'an Jiaotong University, State Key Laboratory of Electrical Insulation and Power Equipment, China
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2020 – today
- 2025
[j140]Yan Xie
, Lianghao Ji, Xing Guo, Huaqing Li:
Resilient consensus of heterogeneous multi-agent systems under asynchronous optimal DoS attack schedules. Inf. Sci. 690: 121550 (2025)- 2024
- [j139]Jialong Tang, Huaqing Li, Menggang Chen, Yawei Shi, Lifeng Zheng, Huiwei Wang:
Distributed Charging Strategy of PEVs in SCS with Feeder Constraints Based on Generalized Nash Equilibria. Axioms 13(4): 259 (2024) - [j138]Huaqing Li, Lüming Fan, Liang Ran, Zheng Wang, Zuqing Zheng, Zhe Li, Songyang Li, Lifeng Zheng, Jun Li:
Edge-based distributed primal-dual algorithms for seeking generalized Nash equilibria. Eur. J. Control 77: 100990 (2024) - [j137]Lianghao Ji, Linlong Zhang, Cuijuan Zhang, Shasha Yang, Xing Guo, Huaqing Li:
Distributed economic dispatch algorithm in smart grid based on event-triggered and fixed-time consensus methods. Neurocomputing 572: 127178 (2024) - [j136]Jun Li, Huaqing Li, Lifeng Zheng, Liang Ran, Lianghao Ji:
Action-dependent heuristic dynamic programming for hybrid-order systems based on dynamic event-triggered mechanism. Neurocomputing 600: 128171 (2024) - [j135]Hongyun Dai, Lianghao Ji, Xing Guo, Yan Xie, Huaqing Li:
Scaled consensus of heterogeneous multi-agent systems under asynchronous DoS attacks. Inf. Sci. 676: 120797 (2024) - [j134]Zuqing Zheng, Huaqing Li, Youcheng Niu, Enbing Su, Liping Feng:
Distributed generalized Nash equilibrium seeking: A backward-reflected-forward-backward-based algorithm. J. Frankl. Inst. 361(1): 150-163 (2024) - [j133]Dawen Xia, Bingqi Shen, Yongling Zheng, Wenyong Zhang, Dewei Bai, Yang Hu, Huaqing Li:
A bidirectional-a-star-based ant colony optimization algorithm for big-data-driven taxi route recommendation. Multim. Tools Appl. 83(6): 16313-16335 (2024) - [j132]Dawen Xia, Yan Chen, Wenyong Zhang, Yang Hu, Yantao Li, Huaqing Li:
RSAB-ConvGRU: A hybrid deep-learning method for traffic flow prediction. Multim. Tools Appl. 83(7): 20559-20585 (2024) - [j131]Shaojiang Deng, Shanfu Gao, Qingguo Lü, Yantao Li, Huaqing Li:
A projected decentralized variance-reduction algorithm for constrained optimization problems. Neural Comput. Appl. 36(2): 913-928 (2024) - [j130]Dawen Xia, Zhan Lin, Yan Chen, Yang Hu, Yantao Li, Huaqing Li:
Spatiotemporal synchronous dynamic graph attention network for traffic flow forecasting. Neural Comput. Appl. 36(22): 13745-13759 (2024) - [j129]Huiwei Wang, Tianhua Liu, Ziyu Sheng, Huaqing Li:
Explanatory subgraph attacks against Graph Neural Networks. Neural Networks 172: 106097 (2024) - [j128]Yonghui Wu, Chuandong Li, Huaqing Li:
Explicit Performance Containment Control for Multiagent Systems With Leaders Bounded Unknown Input by Hybrid Time-Event Triggered Mechanism. IEEE Trans. Aerosp. Electron. Syst. 60(4): 4377-4389 (2024) - [j127]Liang Ran, Huaqing Li, Jinhui Hu, Qingguo Lü, Zheng Wang, Zhe Li, Guo Chen:
Distributed Primal-Dual Proximal Algorithms for Convex Optimization Involving Three Composite Functions. IEEE Trans. Control. Netw. Syst. 11(1): 389-401 (2024) - [j126]Hongyun Dai, Lianghao Ji, Xing Guo, Cuijuan Zhang, Shasha Yang, Huaqing Li:
Leader-Following Synchronization Control of Multiagent Systems Under Hybrid Cyber Attacks via Impulsive Control Based on Topology Switching. IEEE Trans. Cybern. 54(9): 5297-5308 (2024) - [j125]Xin Wang, Huaqing Li, Ju H. Park:
Resilient Prediction-Based and Event-Triggered Control for CPSs Under DoS Attacks. IEEE Trans. Ind. Informatics 20(8): 10419-10427 (2024) - [j124]Xin Wang, Huaqing Li, Ping Li, Ju H. Park, Wen Chen:
Resilient-Based and Attack-Intensity Event-Triggered Protocol for Active Quarter-Vehicle Suspension Systems Under DoS Attacks. IEEE Trans. Intell. Transp. Syst. 25(7): 7701-7711 (2024) - [j123]Huqiang Cheng, Xiaofeng Liao, Huaqing Li:
Distributed Online Private Learning of Convex Nondecomposable Objectives. IEEE Trans. Netw. Sci. Eng. 11(2): 1716-1728 (2024) - [j122]Liang Ran, Huaqing Li, Lifeng Zheng, Jun Li, Zhe Li, Jinhui Hu:
Distributed Generalized Nash Equilibria Computation of Noncooperative Games Via Novel Primal-Dual Splitting Algorithms. IEEE Trans. Signal Inf. Process. over Networks 10: 179-194 (2024) - [j121]Huqiang Cheng, Xiaofeng Liao, Huaqing Li, Qingguo Lü, You Zhao:
Privacy-Preserving Push-Pull Method for Decentralized Optimization via State Decomposition. IEEE Trans. Signal Inf. Process. over Networks 10: 513-526 (2024) - [j120]Lianghao Ji, Zhiqiang Lin, Cuijuan Zhang, Shasha Yang, Jun Li, Huaqing Li:
Data-Based Optimal Consensus Control for Multiagent Systems With Time Delays: Using Prioritized Experience Replay. IEEE Trans. Syst. Man Cybern. Syst. 54(5): 3244-3256 (2024) - [i7]Huaqing Li, Liang Ran, Lifeng Zheng, Zhe Li, Jinhui Hu, Jun Li, Tingwen Huang:
Distributed Generalized Nash Equilibria Seeking Algorithms Involving Synchronous and Asynchronous Schemes. CoRR abs/2402.03669 (2024) - 2023
- [j119]Dewei Bai, Dawen Xia, Dan Huang, Yang Hu, Yantao Li, Huaqing Li:
Spatial-temporal graph neural network based on gated convolution and topological attention for traffic flow prediction. Appl. Intell. 53(24): 30843-30864 (2023) - [j118]Ti Kang, Huaqing Li, Lifeng Zheng:
Aggregative Game for Distributed Charging Strategy of PEVs in a Smart Charging Station. Axioms 12(2): 186 (2023) - [j117]Lianghao Ji, Linhua Yu, Cuijuan Zhang, Xing Guo, Huaqing Li:
Initialization-free distributed prescribed-time consensus based algorithm for economic dispatch problem over directed network. Neurocomputing 533: 1-9 (2023) - [j116]Cuijuan Zhang, Lianghao Ji, Shasha Yang, Huaqing Li:
Optimal antisynchronization control for unknown multiagent systems with deep deterministic policy gradient approach. Inf. Sci. 622: 946-961 (2023) - [j115]Jinhui Hu, Guo Chen, Huaqing Li, Tingwen Huang, Liang Ran:
Achieving linear convergence for differentially private full-decentralized economic dispatch over directed networks. Inf. Sci. 642: 119199 (2023) - [j114]Yantao Li, Yingjue Chen, Qingguo Lü, Shaojiang Deng, Huaqing Li:
An event-triggering algorithm for decentralized stochastic optimization over networks. J. Frankl. Inst. 360(13): 9329-9354 (2023) - [j113]Zheng Wang, Chengbo Wang, Jinmeng Wang, Jinhui Hu, Huaqing Li:
An accelerated exact distributed first-order algorithm for optimization over directed networks. J. Frankl. Inst. 360(14): 10706-10727 (2023) - [j112]Lianghao Ji, Xiaofeng Qu, Chengmei Tang, Shasha Yang, Xing Guo, Huaqing Li:
Consensus Formation of Multi-agent Systems with Obstacle Avoidance based on Event-triggered Impulsive Control. J. Intell. Robotic Syst. 109(3): 61 (2023) - [j111]Dawen Xia, Jian Geng, Ruixi Huang, Bingqi Shen, Yang Hu, Yantao Li, Huaqing Li:
A distributed EEMDN-SABiGRU model on Spark for passenger hotspot prediction. Frontiers Inf. Technol. Electron. Eng. 24(9): 1316-1331 (2023) - [j110]Dawen Xia, Jian Geng, Bingqi Shen, Dewei Bai, Wenyong Zhang, Yang Hu, Yantao Li, Huaqing Li:
An A2-Gurobi algorithm for route recommendation with big taxi trajectory data. Multim. Tools Appl. 82(30): 46547-46575 (2023) - [j109]Yuan Tian, Huaqing Li, Qi Han:
Finite-time average consensus of directed second-order multi-agent systems with Markovian switching topology and impulsive disturbance. Neural Comput. Appl. 35(11): 8575-8588 (2023) - [j108]Dawen Xia, Bingqi Shen, Jian Geng, Yang Hu, Yantao Li, Huaqing Li:
Attention-based spatial-temporal adaptive dual-graph convolutional network for traffic flow forecasting. Neural Comput. Appl. 35(23): 17217-17231 (2023) - [j107]Wen-Ting Lin, Guo Chen, Huaqing Li:
Carbon-Aware Load Balance Control of Data Centers With Renewable Generations. IEEE Trans. Cloud Comput. 11(2): 1111-1121 (2023) - [j106]Lifeng Zheng, Huaqing Li, Liang Ran, Lan Gao, Dawen Xia:
Distributed Primal-Dual Algorithms for Stochastic Generalized Nash Equilibrium Seeking Under Full and Partial-Decision Information. IEEE Trans. Control. Netw. Syst. 10(2): 718-730 (2023) - [j105]Huiwei Wang, Yaqian Huang, Huaqing Li:
Quadtree-Based Adaptive Spatial Decomposition for Range Queries Under Local Differential Privacy. IEEE Trans. Emerg. Top. Comput. 11(4): 1045-1056 (2023) - [j104]Huaqing Li, Enbing Su, Chengbo Wang, Jiawei Liu, Zuqing Zheng, Zheng Wang, Dawen Xia:
A Primal-Dual Forward-Backward Splitting Algorithm for Distributed Convex Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 7(1): 278-284 (2023) - [j103]Qingguo Lü, Shaojiang Deng, Huaqing Li, Tingwen Huang:
Privacy Protection Decentralized Economic Dispatch Over Directed Networks With Accurate Convergence. IEEE Trans. Emerg. Top. Comput. Intell. 7(6): 1702-1716 (2023) - [j102]Huaqing Li, Zuqing Zheng, Qingguo Lü, Zheng Wang, Lan Gao, Guo-Cheng Wu, Lianghao Ji, Huiwei Wang:
Primal-Dual Fixed Point Algorithms Based on Adapted Metric for Distributed Optimization. IEEE Trans. Neural Networks Learn. Syst. 34(6): 2923-2937 (2023) - [j101]Jinhui Hu, Guo Chen, Huaqing Li, Zixiang Shen, Weidong Zhang:
Push-LSVRG-UP: Distributed Stochastic Optimization Over Unbalanced Directed Networks With Uncoordinated Triggered Probabilities. IEEE Trans. Netw. Sci. Eng. 10(2): 934-950 (2023) - [j100]Qingguo Lü, Xiaofeng Liao, Shaojiang Deng, Huaqing Li:
Asynchronous Algorithms for Decentralized Resource Allocation Over Directed Networks. IEEE Trans. Parallel Distributed Syst. 34(1): 16-32 (2023) - [j99]Lifeng Zheng, Huaqing Li, Jun Li, Zheng Wang, Qingguo Lü, Yawei Shi, Huiwei Wang, Tao Dong, Lianghao Ji, Dawen Xia:
A Distributed Nesterov-Like Gradient Tracking Algorithm for Composite Constrained Optimization. IEEE Trans. Signal Inf. Process. over Networks 9: 60-73 (2023) - [j98]Lianghao Ji, Xiaochun Liu, Cuijuan Zhang, Shasha Yang, Huaqing Li:
Fully Distributed Dynamic Event-Triggered Pinning Cluster Consensus Control for Heterogeneous Multiagent Systems With Cooperative-Competitive Interactions. IEEE Trans. Syst. Man Cybern. Syst. 53(1): 394-404 (2023) - [j97]Tao Dong, Xiaomei Gong, Aijuan Wang, Huaqing Li, Tingwen Huang:
Data-Driven Tracking Control for Multi-Agent Systems With Unknown Dynamics via Multithreading Iterative Q-Learning. IEEE Trans. Syst. Man Cybern. Syst. 53(4): 2533-2542 (2023) - [j96]Xin Wang, Ju H. Park, Huaqing Li:
Fuzzy Secure Event-Triggered Control for Networked Nonlinear Systems Under DoS and Deception Attacks. IEEE Trans. Syst. Man Cybern. Syst. 53(7): 4165-4175 (2023) - [c10]Lvming Fan, Huaqing Li, Songyang Li, Zhe Li, Lifeng Zheng, Jun Li:
Distributed Operator-Splitting Algorithm for Seeking GNE Aggregative Game. CNIOT 2023: 291-296 - [c9]Bin Shu, Chuandong Li, Yawei Shi, Huiwei Wang, Huaqing Li:
A 3D UWB Hybrid Localization Method Based on BSR and L-AOA. ICONIP (7) 2023: 3-15 - [c8]Hongyu Huang, Cui Sun, Xinyu Lei, Nankun Mu, Chunqiang Hu, Chao Chen, Huaqing Li, Yantao Li:
Privacy-Preserving Travel Time Prediction for Internet of Vehicles: A Crowdsensing and Federated Learning Approach. ICONIP (3) 2023: 55-66 - [c7]Yuxiao Deng, Chuandong Li, Yawei Shi, Huiwei Wang, Huaqing Li:
An Improved Target Searching and Imaging Method for CSAR. ICONIP (3) 2023: 94-106 - [c6]Yanbo Wen, Huiwei Wang, Menggang Chen, Yawei Shi, Huaqing Li, Chuandong Li:
A Frequency Reconfigurable Multi-mode Printed Antenna. ICONIP (5) 2023: 202-210 - [i6]Huqiang Cheng, Xiaofeng Liao, Huaqing Li:
Dynamics-Based Algorithm-Level Privacy Preservation for Push-Sum Average Consensus. CoRR abs/2304.08018 (2023) - [i5]Jinhui Hu, Guo Chen, Huaqing Li:
Prox-DBRO-VR: A Unified Analysis on Decentralized Byzantine-Resilient Composite Stochastic Optimization with Variance Reduction and Non-Asymptotic Convergence Rates. CoRR abs/2305.08051 (2023) - [i4]Jinhui Hu, Guo Chen, Huaqing Li, Zixiang Shen, Weidong Zhang:
Push-LSVRG-UP: Distributed Stochastic Optimization over Unbalanced Directed Networks with Uncoordinated Triggered Probabilities. CoRR abs/2305.09181 (2023) - [i3]Jinhui Hu, Xin Chen, Lifeng Zheng, Ling Zhang, Huaqing Li:
The Barzilai-Borwein Method for Distributed Optimization over Unbalanced Directed Networks. CoRR abs/2305.11469 (2023) - [i2]Huqiang Cheng, Xiaofeng Liao, Huaqing Li, You Zhao:
Privacy-Preserving Push-Pull Method for Decentralized Optimization via State Decomposition. CoRR abs/2308.08164 (2023) - 2022
- [j95]Liping Feng, Liang Ran, Guoyang Meng, Jialong Tang, Wentao Ding, Huaqing Li:
Decentralized Primal-Dual Proximal Operator Algorithm for Constrained Nonsmooth Composite Optimization Problems over Networks. Entropy 24(9): 1278 (2022) - [j94]Lianghao Ji, Chuanhui Wang, Cuijuan Zhang, Huiwei Wang, Huaqing Li:
Optimal consensus model-free control for multi-agent systems subject to input delays and switching topologies. Inf. Sci. 589: 497-515 (2022) - [j93]Jun Li, Lianghao Ji, Cuijuan Zhang, Huaqing Li:
Optimal couple-group tracking control for the heterogeneous multi-agent systems with cooperative-competitive interactions via reinforcement learning method. Inf. Sci. 610: 401-424 (2022) - [j92]Lifeng Zheng, Liang Ran, Huaqing Li, Liping Feng, Zheng Wang, Qingguo Lü, Dawen Xia:
Decentralized proximal splitting algorithms for composite constrained convex optimization. J. Frankl. Inst. 359(14): 7482-7509 (2022) - [j91]Wenyong Zhang, Dawen Xia, Guoyan Chang, Yang Hu, Yujia Huo, Fujian Feng, Yantao Li, Huaqing Li:
APFD: an effective approach to taxi route recommendation with mobile trajectory big data. Frontiers Inf. Technol. Electron. Eng. 23(10): 1494-1510 (2022) - [j90]Dawen Xia, Yu Bai, Yongling Zheng, Yang Hu, Yantao Li, Huaqing Li:
A parallel SP-DBSCAN algorithm on spark for waiting spot recommendation. Multim. Tools Appl. 81(3): 4015-4038 (2022) - [j89]Dawen Xia, Nan Yang, Shunying Jian, Yang Hu, Huaqing Li:
SW-BiLSTM: a Spark-based weighted BiLSTM model for traffic flow forecasting. Multim. Tools Appl. 81(17): 23589-23614 (2022) - [j88]Dawen Xia, Yongling Zheng, Yu Bai, Xiaobo Yan, Yang Hu, Yantao Li, Huaqing Li:
A parallel grid-search-based SVM optimization algorithm on Spark for passenger hotspot prediction. Multim. Tools Appl. 81(19): 27523-27549 (2022) - [j87]Dawen Xia, Nan Yang, Shunying Jiang, Yang Hu, Yantao Li, Huaqing Li, Lin Wang:
A parallel NAW-DBLSTM algorithm on Spark for traffic flow forecasting. Neural Comput. Appl. 34(2): 1557-1575 (2022) - [j86]Dawen Xia, Yu Bai, Jian Geng, Wenyong Zhang, Yang Hu, Yantao Li, Huaqing Li:
A distributed EMDN-GRU model on Spark for passenger waiting time forecasting. Neural Comput. Appl. 34(21): 19035-19050 (2022) - [j85]Huaqing Li, Xiangzhao Wu, Zheng Wang, Tingwen Huang:
Distributed Primal-Dual Splitting Algorithm for Multiblock Separable Optimization Problems. IEEE Trans. Autom. Control. 67(8): 4264-4271 (2022) - [j84]Enbing Su, Huaqing Li, Zuqing Zheng, Qingguo Lü, Zheng Wang:
Distributed Constrained Optimization With Asynchrony and Delays. IEEE Trans. Circuits Syst. II Express Briefs 69(6): 2772-2776 (2022) - [j83]Yuming Feng, Wei Zhang, Jiang Xiong, Huaqing Li, Leszek Rutkowski:
Event-Triggering Interaction Scheme for Discrete-Time Decentralized Optimization With Nonuniform Step Sizes. IEEE Trans. Cybern. 52(2): 748-757 (2022) - [j82]Kangying Li, Lianghao Ji, Shasha Yang, Huaqing Li, Xiaofeng Liao:
Couple-Group Consensus of Cooperative-Competitive Heterogeneous Multiagent Systems: A Fully Distributed Event-Triggered and Pinning Control Method. IEEE Trans. Cybern. 52(6): 4907-4915 (2022) - [j81]Huaqing Li, Lifeng Zheng, Zheng Wang, Yu Yan, Liping Feng, Jing Guo:
S-DIGing: A Stochastic Gradient Tracking Algorithm for Distributed Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 6(1): 53-65 (2022) - [j80]Yongfu Li, Qingxiu Lv, Hao Zhu, Haiqing Li, Huaqing Li, Simon Hu, Shuyou Yu, Yibing Wang:
Variable Time Headway Policy Based Platoon Control for Heterogeneous Connected Vehicles With External Disturbances. IEEE Trans. Intell. Transp. Syst. 23(11): 21190-21200 (2022) - [j79]Tao Dong, Weilai Xiang, Tingwen Huang, Huaqing Li:
Pattern Formation in a Reaction-Diffusion BAM Neural Network With Time Delay: (k1, k2) Mode Hopf-Zero Bifurcation Case. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7266-7276 (2022) - [j78]Lan Gao, Shaojiang Deng, Huaqing Li, Chaojie Li:
An Event-Triggered Approach for Gradient Tracking in Consensus-Based Distributed Optimization. IEEE Trans. Netw. Sci. Eng. 9(2): 510-523 (2022) - [j77]Qingguo Lü, Xiaofeng Liao, Shaojiang Deng, Huaqing Li:
ET-DASG: An Efficient Decentralized Algorithm for Convex Optimization Over Networks. IEEE Trans. Netw. Sci. Eng. 9(3): 1789-1801 (2022) - [j76]Huaqing Li, Wentao Ding, Zheng Wang, Qingguo Lü, Yongfu Li, Dawen Xia:
Decentralized Dual Operator Splitting for Nonsmooth Composite Optimization. IEEE Trans. Netw. Sci. Eng. 9(4): 2084-2097 (2022) - [j75]Qingguo Lü, Xiaofeng Liao, Shaojiang Deng, Huaqing Li:
A Decentralized Stochastic Algorithm for Coupled Composite Optimization With Linear Convergence. IEEE Trans. Signal Inf. Process. over Networks 8: 627-640 (2022) - [j74]Huaqing Li, Wentao Ding, Zheng Wang, Qingguo Lü, Lianghao Ji, Yongfu Li, Tingwen Huang:
Decentralized Triple Proximal Splitting Algorithm With Uncoordinated Stepsizes for Nonsmooth Composite Optimization Problems. IEEE Trans. Syst. Man Cybern. Syst. 52(10): 6197-6210 (2022) - [i1]Huqiang Cheng, Xiaofeng Liao, Huaqing Li:
Distributed Online Learning Algorithm With Differential Privacy Strategy for Convex Nondecomposable Global Objectives. CoRR abs/2206.07944 (2022) - 2021
- [j73]Jun Li, Lianghao Ji, Huaqing Li:
Optimal consensus control for unknown second-order multi-agent systems: Using model-free reinforcement learning method. Appl. Math. Comput. 410: 126451 (2021) - [j72]Jinhui Hu, Xin Chen, Lifeng Zheng, Ling Zhang, Huaqing Li:
The Barzilai-Borwein Method for distributed optimization over unbalanced directed networks. Eng. Appl. Artif. Intell. 99: 104151 (2021) - [j71]Lianghao Ji, Shuo Tong, Huaqing Li:
Dynamic group consensus for delayed heterogeneous multi-agent systems in cooperative-competitive networks via pinning control. Neurocomputing 443: 1-11 (2021) - [j70]Kangying Li, Lianghao Ji, Cuijuan Zhang, Huaqing Li:
Fully distributed event-triggered pinning group consensus control for heterogeneous multi-agent systems with cooperative-competitive interaction strength. Neurocomputing 464: 273-281 (2021) - [j69]Bihao Sun, Jinhui Hu, Dawen Xia, Huaqing Li:
A distributed stochastic optimization algorithm with gradient-tracking and distributed heavy-ball acceleration. Frontiers Inf. Technol. Electron. Eng. 22(11): 1463-1476 (2021) - [j68]Dawen Xia, Maoting Zhang, Xiaobo Yan, Yu Bai, Yongling Zheng, Yantao Li, Huaqing Li:
A distributed WND-LSTM model on MapReduce for short-term traffic flow prediction. Neural Comput. Appl. 33(7): 2393-2410 (2021) - [j67]Jinhui Hu, Liang Ran, Zhenyuan Du, Huaqing Li:
Decentralized stochastic optimization algorithms using uncoordinated step-sizes over unbalanced directed networks. Signal Process. 180: 107894 (2021) - [j66]Huaqing Li, Qingguo Lü, Guo Chen, Tingwen Huang, Zhaoyang Dong:
Distributed Constrained Optimization Over Unbalanced Directed Networks Using Asynchronous Broadcast-Based Algorithm. IEEE Trans. Autom. Control. 66(3): 1102-1115 (2021) - [j65]Youcheng Niu, Huaqing Li, Zheng Wang, Qingguo Lü, Dawen Xia, Lianghao Ji:
A Distributed Stochastic Proximal-Gradient Algorithm for Composite Optimization. IEEE Trans. Control. Netw. Syst. 8(3): 1383-1393 (2021) - [j64]Qingguo Lü, Xiaofeng Liao, Tao Xiang, Huaqing Li, Tingwen Huang:
Privacy Masking Stochastic Subgradient-Push Algorithm for Distributed Online Optimization. IEEE Trans. Cybern. 51(6): 3224-3237 (2021) - [j63]Huaqing Li, Huqiang Cheng, Zheng Wang, Guo-Cheng Wu:
Distributed Nesterov Gradient and Heavy-Ball Double Accelerated Asynchronous Optimization. IEEE Trans. Neural Networks Learn. Syst. 32(12): 5723-5737 (2021) - [j62]Huaqing Li, Jinhui Hu, Liang Ran, Zheng Wang, Qingguo Lü, Zhenyuan Du, Tingwen Huang:
Decentralized Dual Proximal Gradient Algorithms for Non-Smooth Constrained Composite Optimization Problems. IEEE Trans. Parallel Distributed Syst. 32(10): 2594-2605 (2021) - [j61]Huaqing Li, Lifeng Zheng, Zheng Wang, Yongfu Li, Lianghao Ji, Dawen Xia:
Asynchronous Distributed Model Predictive Control for Optimal Output Consensus of High-Order Multi-Agent Systems. IEEE Trans. Signal Inf. Process. over Networks 7: 689-698 (2021) - [j60]Huaqing Li, Qingguo Lü, Guo Chen, Tingwen Huang, Zhaoyang Dong:
Convergence of Distributed Accelerated Algorithm Over Unbalanced Directed Networks. IEEE Trans. Syst. Man Cybern. Syst. 51(8): 5153-5164 (2021) - [j59]Huaqing Li, Zheng Wang, Dawen Xia, Qi Han:
Random Sleep Scheme-Based Distributed Optimization Algorithm Over Unbalanced Time-Varying Networks. IEEE Trans. Syst. Man Cybern. Syst. 51(8): 5244-5253 (2021) - [j58]Qingguo Lü, Xiaofeng Liao, Huaqing Li, Tingwen Huang:
A Nesterov-Like Gradient Tracking Algorithm for Distributed Optimization Over Directed Networks. IEEE Trans. Syst. Man Cybern. Syst. 51(10): 6258-6270 (2021) - 2020
- [j57]Yuming Feng, Wei Zhang, Jiang Xiong, Huaqing Li:
Distributed Event-Triggered Communication Scheme for Economic Dispatch Problem in Power System With Uncoordinated Step-Sizes. IEEE Access 8: 43466-43475 (2020) - [j56]Jiang Xiong, Yingyin Tao, Meng Zhang, Huaqing Li:
Binary Codes Based on Non-Negative Matrix Factorization for Clustering and Retrieval. IEEE Access 8: 207012-207023 (2020) - [j55]Huqiang Cheng, Huaqing Li, Zheng Wang:
On the convergence of exact distributed generalisation and acceleration algorithm for convex optimisation. Int. J. Syst. Sci. 51(16): 3408-3424 (2020) - [j54]Xiangguang Dai, Xiaojie Su, Wei Zhang, Fangzheng Xue, Huaqing Li:
Robust Manhattan non-negative matrix factorization for image recovery and representation. Inf. Sci. 527: 70-87 (2020) - [j53]Huaqing Li, Zheng Wang, Guo Chen, Zhao Yang Dong:
Distributed Robust Algorithm for Economic Dispatch in Smart Grids Over General Unbalanced Directed Networks. IEEE Trans. Ind. Informatics 16(7): 4322-4332 (2020) - [j52]Zheng Wang, Huaqing Li:
Edge-Based Stochastic Gradient Algorithm for Distributed Optimization. IEEE Trans. Netw. Sci. Eng. 7(3): 1421-1430 (2020) - [j51]Qingguo Lü, Xiaofeng Liao, Huaqing Li, Tingwen Huang:
Achieving Acceleration for Distributed Economic Dispatch in Smart Grids Over Directed Networks. IEEE Trans. Netw. Sci. Eng. 7(3): 1988-1999 (2020) - [j50]Huaqing Li, Chicheng Huang, Zheng Wang, Guo Chen, Hafiz Gulfam Ahmad Umar:
Computation-Efficient Distributed Algorithm for Convex Optimization Over Time-Varying Networks With Limited Bandwidth Communication. IEEE Trans. Signal Inf. Process. over Networks 6: 140-151 (2020) - [j49]Qingguo Lü, Xiaofeng Liao, Huaqing Li, Tingwen Huang:
A Computation-Efficient Decentralized Algorithm for Composite Constrained Optimization. IEEE Trans. Signal Inf. Process. over Networks 6: 774-789 (2020) - [j48]Huaqing Li, Qingguo Lü, Xiaofeng Liao, Tingwen Huang:
Accelerated Convergence Algorithm for Distributed Constrained Optimization under Time-Varying General Directed Graphs. IEEE Trans. Syst. Man Cybern. Syst. 50(7): 2612-2622 (2020) - [c5]Kang Zhou, Zhenyuan Du, Huaqing Li:
Accelerated Row-stochastic Optimization over Directed Graphs with Uncoordinated Step Sizes. ICCA 2020: 876-882 - [c4]Lifeng Zheng, Zhenyuan Du, Huaqing Li:
An Edge-based Distributed Algorithm for Economic Dispatch in Power Systems. ICCA 2020: 883-888
2010 – 2019
- 2019
- [j47]Huaqing Li, Hao Zhang, Zheng Wang, Yifan Zhu, Qi Han:
Distributed consensus-based multi-agent convex optimization via gradient tracking technique. J. Frankl. Inst. 356(6): 3733-3761 (2019) - [j46]Youcheng Niu, Haijing Wang, Zheng Wang, Dawen Xia, Huaqing Li:
Primal-dual stochastic distributed algorithm for constrained convex optimization. J. Frankl. Inst. 356(16): 9763-9787 (2019) - [j45]Fan Yang, Huaqing Li, Guo Chen, Dawen Xia, Qi Han:
Cluster lag synchronization of delayed heterogeneous complex dynamical networks via intermittent pinning control. Neural Comput. Appl. 31(11): 7945-7961 (2019) - [j44]Huaqing Li, Qingguo Lü, Tingwen Huang:
Distributed Projection Subgradient Algorithm Over Time-Varying General Unbalanced Directed Graphs. IEEE Trans. Autom. Control. 64(3): 1309-1316 (2019) - [j43]Huaqing Li, Qingguo Lü, Tingwen Huang:
Convergence Analysis of a Distributed Optimization Algorithm with a General Unbalanced Directed Communication Network. IEEE Trans. Netw. Sci. Eng. 6(3): 237-248 (2019) - [c3]Jinhui Hu, Yifan Zhu, Huaqing Li, Zheng Wang:
Accelerated Distributed Optimization over Directed Graphs with Row and Column-Stochastic Matrices. SSCI 2019: 1299-1305 - 2018
- [j42]Dawen Xia, Xiaonan Lu, Huaqing Li, Wendong Wang, Yantao Li, Zili Zhang:
A MapReduce-Based Parallel Frequent Pattern Growth Algorithm for Spatiotemporal Association Analysis of Mobile Trajectory Big Data. Complex. 2018: 2818251:1-2818251:16 (2018) - [j41]Ping Liu, Huaqing Li, Xiangguang Dai, Qi Han:
Distributed primal-dual optimisation method with uncoordinated time-varying step-sizes. Int. J. Syst. Sci. 49(6): 1256-1272 (2018) - [j40]Qingguo Lü, Huaqing Li, Dawen Xia:
Geometrical convergence rate for distributed optimization with time-varying directed graphs and uncoordinated step-sizes. Inf. Sci. 422: 516-530 (2018) - [j39]Huaqing Li, Shuai Liu, Yeng Chai Soh, Lihua Xie:
Event-Triggered Communication and Data Rate Constraint for Distributed Optimization of Multiagent Systems. IEEE Trans. Syst. Man Cybern. Syst. 48(11): 1908-1919 (2018) - 2017
- [j38]Wei Zhu, Huizhu Pu, Dandan Wang, Huaqing Li:
Event-based consensus of second-order multi-agent systems with discrete time. Autom. 79: 78-83 (2017) - [j37]Qingguo Lü, Huaqing Li:
Event-Triggered Discrete-Time Distributed Consensus Optimization over Time-Varying Graphs. Complex. 2017: 5385708:1-5385708:12 (2017) - [j36]Xin Chen, Xiaofeng Liao, Lan Gao, Shasha Yang, Huiwei Wang, Huaqing Li:
Event-triggered consensus for multi-agent networks with switching topology under quantized communication. Neurocomputing 230: 294-301 (2017) - [j35]Qingguo Lü, Huaqing Li, Dawen Xia:
Distributed optimization of first-order discrete-time multi-agent systems with event-triggered communication. Neurocomputing 235: 255-263 (2017) - [j34]Jia Wu, Huaqing Li, Xin Chen:
Leader-following consensus of nonlinear discrete-time multi-agent systems with limited communication channel capacity. J. Frankl. Inst. 354(10): 4179-4195 (2017) - [j33]Huaqing Li, Yinqiu Wang, Guo Chen, Dawen Xia, Li Xiao:
Consensus in networked dynamical systems with event-triggered control inputs and random switching topologies. Neural Comput. Appl. 28(5): 1095-1108 (2017) - [j32]Huaqing Li, Guo Chen, Xiaofeng Liao, Tingwen Huang:
Attraction Region Seeking for Power Grids. IEEE Trans. Circuits Syst. II Express Briefs 64-II(2): 201-205 (2017) - [j31]Huaqing Li, Chicheng Huang, Guo Chen, Xiaofeng Liao, Tingwen Huang:
Distributed Consensus Optimization in Multiagent Networks With Time-Varying Directed Topologies and Quantized Communication. IEEE Trans. Cybern. 47(8): 2044-2057 (2017) - [j30]Huaqing Li, Guo Chen, Tingwen Huang, Zhaoyang Dong:
High-Performance Consensus Control in Networked Systems With Limited Bandwidth Communication and Time-Varying Directed Topologies. IEEE Trans. Neural Networks Learn. Syst. 28(5): 1043-1054 (2017) - 2016
- [j29]Dawen Xia, Huaqing Li, Binfeng Wang, Yantao Li, Zili Zhang:
A Map Reduce-Based Nearest Neighbor Approach for Big-Data-Driven Traffic Flow Prediction. IEEE Access 4: 2920-2934 (2016) - [j28]Yongping Li, Xiaofeng Liao, Huaqing Li:
Global attracting sets of non-autonomous and complex-valued neural networks with time-varying delays. Neurocomputing 173: 994-1000 (2016) - [j27]Chicheng Huang, Huaqing Li, Dawen Xia, Li Xiao:
Distributed consensus of multi-agent systems over general directed networks with limited bandwidth communication. Neurocomputing 174: 681-688 (2016) - [j26]Tangtang Xie, Xiaofeng Liao, Huaqing Li:
Leader-following consensus in second-order multi-agent systems with input time delay: An event-triggered sampling approach. Neurocomputing 177: 130-135 (2016) - [j25]Dawen Xia, Binfeng Wang, Huaqing Li, Yantao Li, Zili Zhang:
A distributed spatial-temporal weighted model on MapReduce for short-term traffic flow forecasting. Neurocomputing 179: 246-263 (2016) - [j24]Huaqing Li, Guo Chen, Tingwen Huang, Wei Zhu, Li Xiao:
Event-triggered consensus in nonlinear multi-agent systems with nonlinear dynamics and directed network topology. Neurocomputing 185: 105-112 (2016) - [j23]Chicheng Huang, Huaqing Li, Dawen Xia, Li Xiao:
Quantized subgradient algorithm with limited bandwidth communications for solving distributed optimization over general directed multi-agent networks. Neurocomputing 185: 153-162 (2016) - [j22]Huaqing Li, Guo Chen, Li Xiao:
Event-triggered nonlinear consensus in directed multi-agent systems with combinational state measurements. Int. J. Syst. Sci. 47(14): 3364-3377 (2016) - [j21]Huaqing Li, Guo Chen, Zhaoyang Dong, Dawen Xia:
Consensus analysis of multiagent systems with second-order nonlinear dynamics and general directed topology: An event-triggered scheme. Inf. Sci. 370-371: 598-622 (2016) - [j20]Huaqing Li, Guo Chen, Li Xiao:
Event-triggered sampling scheme for pinning control in multi-agent networks with general nonlinear dynamics. Neural Comput. Appl. 27(8): 2587-2599 (2016) - [j19]Huaqing Li, Guo Chen, Xiaofeng Liao, Tingwen Huang:
Leader-Following Consensus of Discrete-Time Multiagent Systems With Encoding-Decoding. IEEE Trans. Circuits Syst. II Express Briefs 63-II(4): 401-405 (2016) - [j18]Huaqing Li, Guo Chen, Tingwen Huang, Zhaoyang Dong, Wei Zhu, Lan Gao:
Event-Triggered Distributed Average Consensus Over Directed Digital Networks With Limited Communication Bandwidth. IEEE Trans. Cybern. 46(12): 3098-3110 (2016) - 2015
- [j17]Ruixuan Li, Huaqing Li, Xiwu Gu, Yuhua Li, Wei Ye, Xiaopu Ma:
Role mining based on cardinality constraints. Concurr. Comput. Pract. Exp. 27(12): 3126-3144 (2015) - [j16]Huaqing Li, Xiaofeng Liao, Junjian Huang, Guo Chen, Zhaoyang Dong, Tingwen Huang:
Diverting homoclinic chaos in a class of piecewise smooth oscillators to stable periodic orbits using small parametrical perturbations. Neurocomputing 149: 1587-1595 (2015) - [j15]Huaqing Li, Xiaofeng Liao, Guo Chen, David J. Hill, Zhao Yang Dong, Tingwen Huang:
Event-triggered asynchronous intermittent communication strategy for synchronization in complex dynamical networks. Neural Networks 66: 1-10 (2015) - [j14]Xiaopu Ma, Ruixuan Li, Hongwei Wang, Huaqing Li:
Role mining based on permission cardinality constraint and user cardinality constraint. Secur. Commun. Networks 8(13): 2317-2328 (2015) - [j13]Huaqing Li, Xiaofeng Liao, Tingwen Huang, Wei Zhu:
Event-Triggering Sampling Based Leader-Following Consensus in Second-Order Multi-Agent Systems. IEEE Trans. Autom. Control. 60(7): 1998-2003 (2015) - [j12]Huaqing Li, Xiaofeng Liao, Tingwen Huang, Wei Zhu, Yanbing Liu:
Second-Order Global Consensus in Multiagent Networks With Random Directional Link Failure. IEEE Trans. Neural Networks Learn. Syst. 26(3): 565-575 (2015) - [j11]Xinyu Lei, Xiaofeng Liao, Tingwen Huang, Huaqing Li:
Cloud Computing Service: The Caseof Large Matrix Determinant Computation. IEEE Trans. Serv. Comput. 8(5): 688-700 (2015) - 2014
- [j10]Huaqing Li, Xiaofeng Liao, Tingwen Huang, Yong Wang, Qi Han, Tao Dong:
Algebraic criteria for second-order global consensus in multi-agent networks with intrinsic nonlinear dynamics and directed topologies. Inf. Sci. 259: 25-35 (2014) - [j9]Lan Gao, Xiaofeng Liao, Huaqing Li:
Pinning Controllability Analysis of Complex Networks With a Distributed Event-Triggered Mechanism. IEEE Trans. Circuits Syst. II Express Briefs 61-II(7): 541-545 (2014) - 2013
- [j8]Huaqing Li, Xiaofeng Liao, Xinyu Lei, Tingwen Huang, Wei Zhu:
Second-Order Consensus Seeking in Multi-Agent Systems With Nonlinear Dynamics Over Random Switching Directed Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 60-I(6): 1595-1607 (2013) - [j7]Xinyu Lei, Xiaofeng Liao, Tingwen Huang, Huaqing Li, Chunqiang Hu:
Outsourcing Large Matrix Inversion Computation to A Public Cloud. IEEE Trans. Cloud Comput. 1(1) (2013) - [j6]Huaqing Li, Xiaofeng Liao, Tingwen Huang:
Second-Order Locally Dynamical Consensus of Multiagent Systems With Arbitrarily Fast Switching Directed Topologies. IEEE Trans. Syst. Man Cybern. Syst. 43(6): 1343-1353 (2013) - [c2]Ruixuan Li, Huaqing Li, Wei Wang, Xiaopu Ma, Xiwu Gu:
RMiner: a tool set for role mining. SACMAT 2013: 193-196 - [c1]Wei Ye, Ruixuan Li, Huaqing Li:
Role Mining Using Boolean Matrix Decomposition with Hierarchy. TrustCom/ISPA/IUCC 2013: 805-812 - 2012
- [j5]Tao Dong, Xiaofeng Liao, Tingwen Huang, Huaqing Li:
Hopf-pitchfork bifurcation in an inertial two-neuron system with time delay. Neurocomputing 97: 223-232 (2012) - [j4]Liping Feng, Xiaofeng Liao, Huaqing Li, Qi Han:
Hopf bifurcation analysis of a delayed viral infection model in computer networks. Math. Comput. Model. 56(7-8): 167-179 (2012) - [j3]Yantao Li, Di Xiao, Huaqing Li, Shaojiang Deng:
Parallel chaotic Hash function construction based on cellular neural network. Neural Comput. Appl. 21(7): 1563-1573 (2012) - [j2]Huaqing Li, Xiaofeng Liao, Ruijin Liao:
A Unified Approach to Chaos Suppressing and Inducing in a Periodically Forced Family of Nonlinear Oscillators. IEEE Trans. Circuits Syst. I Regul. Pap. 59-I(4): 784-795 (2012) - 2011
- [j1]Huaqing Li, Xiaofeng Liao, Chuandong Li, Chaojie Li:
Chaos control and synchronization via a novel chatter free sliding mode control strategy. Neurocomputing 74(17): 3212-3222 (2011)
Coauthor Index
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