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Zhigang Hu 0001
Person information
- affiliation: Central South University, School of Computer Science and Engineering, Changsha, China
Other persons with the same name
- Zhigang Hu (aka: Zhi-gang Hu) — disambiguation page
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2020 – today
- 2025
- [j43]Hui Xiao
, Zhigang Hu
, Xinyu Zhang, Aikun Xu
, Meiguang Zheng
, Keqin Li
:
Federated Deep Reinforcement Learning for Task Offloading in MEC-Enabled Heterogeneous Networks. IEEE Internet Things J. 12(8): 10238-10252 (2025) - [j42]Hao Zheng
, Zhigang Hu
, Liu Yang
, Aikun Xu
, Meiguang Zheng
, Hui Xiao
, Keqin Li
:
Proactive Spatio-Temporal Request Prediction for Replica Placement in Edge-Cloud Computing. IEEE Internet Things J. 12(17): 35941-35955 (2025) - [j41]Aikun Xu
, Zhigang Hu
, Xi Li
, Bolei Chen
, Hui Xiao
, Xinyu Zhang, Hao Zheng
, Xianting Feng, Meiguang Zheng
, Ping Zhong
, Keqin Li
:
CoMS: Collaborative DNN Model Selection for Heterogeneous Edge Computing Systems. IEEE Trans. Veh. Technol. 74(2): 3172-3184 (2025) - [c34]Hao Zheng, Zhigang Hu, Liu Yang, Meiguang Zheng, Aikun Xu, Boyu Wang
:
ConFREE: Conflict-free Client Update Aggregation for Personalized Federated Learning. AAAI 2025: 22875-22883 - [c33]Hao Zheng, Zhigang Hu, Liu Yang, Meiguang Zheng, Aikun Xu, Boyu Wang:
FedCALM: Conflict-aware Layer-wise Mitigation for Selective Aggregation in Deeper Personalized Federated Learning. CVPR 2025: 15444-15453 - [c32]Shiyu Song, Hao Zheng, Zhigang Hu, Meiguang Zheng, Liu Yang, Aikun Xu:
GradPFL: Gradient-Driven Adaptive Clustering in Personalized Federated Learning. ICASSP 2025: 1-5 - [c31]Aikun Xu, Zhigang Hu, Meiguang Zheng, Bolei Chen, Hui Xiao, Hao Zheng, Yang Liang:
FairMS: Fair DNN Model Selection Algorithm for Collaborative Edge Intelligence. ICIC (15) 2025: 28-40 - [i4]Pengfei Wang, Hao Zheng, Zhigang Hu, Aikun Xu, Meiguang Zheng, Liu Yang:
PCM-SAR: Physics-Driven Contrastive Mutual Learning for SAR Classification. CoRR abs/2504.09502 (2025) - 2024
- [j40]Meiguang Zheng
, Jie Li, Yu Hu, Hui Xiao, Zhigang Hu:
Tconns: a novel time-varying context-aware offloading strategy for mobile edge computing. EURASIP J. Wirel. Commun. Netw. 2024(1): 3 (2024) - [j39]Xinyu Zhang, Zhigang Hu, Yang Liang, Hui Xiao, Aikun Xu, Meiguang Zheng, Chuan Sun:
A Federated Deep Reinforcement Learning-based Low-power Caching Strategy for Cloud-edge Collaboration. J. Grid Comput. 22(1): 21 (2024) - [j38]Aikun Xu
, Zhigang Hu, Xinyu Zhang, Hui Xiao
, Hao Zheng
, Bolei Chen
, Meiguang Zheng
, Ping Zhong
, Yilin Kang, Keqin Li
:
QDRL: Queue-Aware Online DRL for Computation Offloading in Industrial Internet of Things. IEEE Internet Things J. 11(5): 7772-7786 (2024) - [j37]Aikun Xu
, Zhigang Hu
, Xi Li
, Rongti Tian, Xinyu Zhang, Bolei Chen
, Hui Xiao
, Hao Zheng
, Xianting Feng, Meiguang Zheng
, Ping Zhong
, Keqin Li
:
TransEdge: Task Offloading With GNN and DRL in Edge-Computing-Enabled Transportation Systems. IEEE Internet Things J. 11(23): 38151-38166 (2024) - [j36]Hui Xiao, Xinyu Zhang, Zhigang Hu, Meiguang Zheng, Yang Liang:
A collaborative cache allocation strategy for performance and link cost in mobile edge computing. J. Supercomput. 80(15): 22885-22912 (2024) - [c30]Wei Lin, Hao Zheng, Zhigang Hu, Meiguang Zheng, Liu Yang:
Coarse-to-Fine Granularity in MultiScale FeatureFusion Network for SAR Ship Classification. ICANN (2) 2024: 31-45 - [c29]Bo Xu, Hao Zheng, Zhigang Hu, Liu Yang, Meiguang Zheng, Xianting Feng, Wei Lin:
Double Reverse Regularization Network Based on Self-Knowledge Distillation for SAR Object Classification. ICASSP 2024: 7800-7804 - [c28]Xianting Feng, Hao Zheng, Zhigang Hu, Liu Yang, Meiguang Zheng:
Dual-Stream Contrastive Predictive Network with Joint Handcrafted Feature View for SAR Ship Classification. ICASSP 2024: 7810-7814 - 2023
- [j35]Zhigang Hu, Yuhang Huang
, Hao Zheng
, Meiguang Zheng, Jianjun Liu:
Graph-based fine-grained model selection for multi-source domain. Pattern Anal. Appl. 26(3): 1481-1492 (2023) - [j34]Hao Zheng
, Zhigang Hu, Liu Yang
, Aikun Xu
, Meiguang Zheng
, Ce Zhang
, Keqin Li
:
Multifeature Collaborative Fusion Network With Deep Supervision for SAR Ship Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j33]Hui Xiao
, Jiawei Huang
, Zhigang Hu, Meiguang Zheng
, Keqin Li
:
Collaborative Cloud-Edge-End Task Offloading in MEC-Based Small Cell Networks With Distributed Wireless Backhaul. IEEE Trans. Netw. Serv. Manag. 20(4): 4542-4557 (2023) - [c27]Yang Liang, Changsong Ding, Zhigang Hu:
Data Placement Strategy of Data-Intensive Workflows in Collaborative Cloud-Edge Environment. CSCloud/EdgeCom 2023: 217-222 - [c26]Chuyao Ye, Hao Zheng
, Zhigang Hu, Meiguang Zheng:
PFedSA: Personalized Federated Multi-Task Learning via Similarity Awareness. IPDPS 2023: 480-488 - [i3]Xianting Feng, Hao Zheng, Zhigang Hu, Liu Yang, Meiguang Zheng:
Dual-stream contrastive predictive network with joint handcrafted feature view for SAR ship classification. CoRR abs/2311.15202 (2023) - [i2]Bo Xu, Hao Zheng, Zhigang Hu, Liu Yang, Meiguang Zheng:
Double Reverse Regularization Network Based on Self-Knowledge Distillation for SAR Object Classification. CoRR abs/2311.15231 (2023) - [i1]Can Sun, Hao Zheng, Zhigang Hu, Liu Yang, Meiguang Zheng, Bo Xu:
MetaDefa: Meta-learning based on Domain Enhancement and Feature Alignment for Single Domain Generalization. CoRR abs/2311.15906 (2023) - 2022
- [j32]Hao Zheng
, Zhigang Hu, Jianjun Liu
, Yuhang Huang, Meiguang Zheng:
MetaBoost: A Novel Heterogeneous DCNNs Ensemble Network With Two-Stage Filtration for SAR Ship Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j31]Meiguang Zheng
, Dongbang Mao, Liu Yang, Yeming Wei, Zhigang Hu:
DOSP: an optimal synchronization of parameter server for distributed machine learning. J. Supercomput. 78(12): 13865-13892 (2022) - 2021
- [j30]Peng Xiao
, Zhenyu Ni, Dongbo Liu, Zhigang Hu:
A power and thermal-aware virtual machine management framework based on machine learning. Clust. Comput. 24(3): 2231-2248 (2021) - [j29]Peng Xiao
, Zhenyu Ni, Dongbo Liu, Zhigang Hu:
Improving the energy-efficiency of virtual machines by I/O compensation. J. Supercomput. 77(10): 11135-11159 (2021) - [j28]Hua Ma
, Zhigang Hu, Keqin Li
, Haibin Zhu
:
Variation-Aware Cloud Service Selection via Collaborative QoS Prediction. IEEE Trans. Serv. Comput. 14(6): 1954-1969 (2021) - [c25]Yang Liang, Zhigang Hu, Liu Yang:
A Two-stage Replica Management Mechanism for Latency-Aware Applications in Multi-Access Edge Computing. ISPA/BDCloud/SocialCom/SustainCom 2021: 453-459 - 2020
- [j27]Jinyuan Zhao, Zhigang Hu, Bing Xiong, Liu Yang, Keqin Li:
Modeling and optimization of packet forwarding performance in software-defined WAN. Future Gener. Comput. Syst. 106: 412-425 (2020) - [j26]Yang Liang, Zhigang Hu, Keqin Li:
Power consumption model based on feature selection and deep learning in cloud computing scenarios. IET Commun. 14(10): 1610-1618 (2020) - [c24]Liu Yang, Tingxuan Chen, Junyu Zhang
, Jun Long, Zhigang Hu, Victor S. Sheng:
Fruited-Forest: A Reachability Querying Method Based on Spanning Tree Modelling of Reduced DAG. APWeb/WAIM (1) 2020: 145-153 - [c23]Hui Xiao, Zhigang Hu, Kun Yang, Yao Du, Dongwei Chen:
An Energy-Aware Joint Routing and Task Allocation Algorithm in MEC Systems Assisted by Multiple UAVs. IWCMC 2020: 1654-1659 - [c22]Liu Yang, Zhou Chen, Yiqing Feng, Zhifang Liao, Zhigang Hu, Jun Long:
WLeidenRDF: RDF Data Query Method based on Semantic-Enhanced Graph-Clustering Algorithm. TASE 2020: 33-40 - [c21]Liu Yang, Li Wang, Zhigang Hu, Yanwen Wang, Jun Long:
Automatic Tagging for Open Source Software by Utilizing Package Dependency Information. TASE 2020: 137-144
2010 – 2019
- 2019
- [j25]Hui Xiao
, Zhigang Hu, Keqin Li
:
Multi-Objective VM Consolidation Based on Thresholds and Ant Colony System in Cloud Computing. IEEE Access 7: 53441-53453 (2019) - [j24]Zhigang Hu, Hui Kang
, Meiguang Zheng:
Stream Data Load Prediction for Resource Scaling Using Online Support Vector Regression. Algorithms 12(2): 37 (2019) - [j23]Xinxin Zhang, Zhigang Hu, Meiguang Zheng, Jia Li, Liu Yang:
A novel cloud model based data placement strategy for data-intensive application in clouds. Comput. Electr. Eng. 77: 445-456 (2019) - [c20]Jinyuan Zhao, Zhigang Hu, Bing Xiong, Meiguang Zheng:
Performance Modelling and Optimization of Controller Cluster Deployments in Software-Defined WAN. HPCC/SmartCity/DSS 2019: 106-113 - [c19]Yang Liang, Zhigang Hu:
Prediction Method of Energy Consumption Based on Multiple Energy-Related Features in Data Center. ISPA/BDCloud/SocialCom/SustainCom 2019: 140-146 - 2018
- [j22]Zhou Zhou
, Jemal H. Abawajy
, Fangmin Li
, Zhigang Hu, Morshed U. Chowdhury
, Abdulhameed Alelaiwi, Keqin Li:
Fine-Grained Energy Consumption Model of Servers Based on Task Characteristics in Cloud Data Center. IEEE Access 6: 27080-27090 (2018) - [j21]Zhou Zhou
, Jian Chang, Zhigang Hu, Junyang Yu, Fangmin Li
:
A modified PSO algorithm for task scheduling optimization in cloud computing. Concurr. Comput. Pract. Exp. 30(24) (2018) - [j20]Zhou Zhou
, Jemal H. Abawajy, Morshed U. Chowdhury
, Zhigang Hu, Keqin Li, Hongbing Cheng, Abdulhameed A. Al Elaiwi, Fangmin Li
:
Minimizing SLA violation and power consumption in Cloud data centers using adaptive energy-aware algorithms. Future Gener. Comput. Syst. 86: 836-850 (2018) - [j19]Chaokun Yan, Huimin Luo, Zhigang Hu:
Scheduling deadline-constrained scientific workflow using chemical reaction optimisation algorithm in clouds. Int. J. Embed. Syst. 10(5): 378-393 (2018) - [j18]Zhigang Hu, Yong Tao, Meiguang Zheng, Chenglong Chang:
Task Staggering Peak Scheduling Policy for Cloud Mixed Workloads. Inf. 9(12): 329 (2018) - [c18]Liu Yang, Tongyong Liu, Zhigang Hu, Zhifang Liao, Jun Long:
Min-Forest: Fast Reachability Indexing Approach for Large-Scale Graphs on Spark Platform. ICWS 2018: 437-454 - 2017
- [j17]Hua Ma
, Haibin Zhu
, Zhigang Hu, Wensheng Tang, Pingping Dong:
Multi-valued collaborative QoS prediction for cloud service via time series analysis. Future Gener. Comput. Syst. 68: 275-288 (2017) - [j16]Hua Ma, Haibin Zhu
, Zhigang Hu, Keqin Li, Wensheng Tang:
Time-aware trustworthiness ranking prediction for cloud services using interval neutrosophic set and ELECTRE. Knowl. Based Syst. 138: 27-45 (2017) - [c17]Jing Yao, Zhigang Hu, Hua Ma, Bingting Jiang:
A Novel Recommendation Service Method Based on Cloud Model and User Personality. ICPCSEE (1) 2017: 179-191 - [c16]Zhigang Hu, Jia Li, Meiguang Zheng, Xinxin Zhang, Hui Kang, Yong Tao, Jiao Yang:
Hypergraph-Based Data Reduced Scheduling Policy for Data-Intensive Workflow in Clouds. ICPCSEE (2) 2017: 335-349 - 2016
- [j15]Liu Yang, Zhigang Hu, Jun Long:
Expert selection service system by fuzzy ontology modelling. Int. J. Comput. Sci. Eng. 12(2/3): 124-132 (2016) - [j14]Fujunku Chen, Zhigang Hu, Keqin Li, Wei Liu:
A Hybrid Skin Detection Model from Multiple Color Spaces Based on a Dual-Threshold Bayesian Algorithm. Int. J. Pattern Recognit. Artif. Intell. 30(7): 1655018:1-1655018:25 (2016) - [j13]Hua Ma
, Zhigang Hu, Keqin Li, Hongyu Zhang:
Toward trustworthy cloud service selection: A time-aware approach using interval neutrosophic set. J. Parallel Distributed Comput. 96: 75-94 (2016) - [j12]Zhou Zhou
, Zhigang Hu, Keqin Li:
Virtual Machine Placement Algorithm for Both Energy-Awareness and SLA Violation Reduction in Cloud Data Centers. Sci. Program. 2016: 5612039:1-5612039:11 (2016) - [c15]Liu Yang, Xiao Wen, Zhigang Hu, Chang Liu, Jun Long, Meiguang Zheng:
A Scalable Parallel Semantic Reasoning Algorithm-Based on RDFS Rules on Hadoop. WISE (1) 2016: 447-456 - 2015
- [j11]Hua Ma, Zhigang Hu:
Recommend trustworthy services using interval numbers of four parameters via cloud model for potential users. Frontiers Comput. Sci. 9(6): 887-903 (2015) - [c14]Chaokun Yan, Siqi Gao, Huimin Luo, Zhigang Hu:
A Hybrid Algorithm Based on Tabu Search and Chemical Reaction Optimization for 0-1 Knapsack Problem. ICSI (2) 2015: 229-237 - 2014
- [j10]Peng Xiao, Zhigang Hu, Dongbo Liu, Xizheng Zhang
, Xilong Qu:
Energy-efficiency enhanced virtual machine scheduling policy for mixed workloads in cloud environments. Comput. Electr. Eng. 40(5): 1650-1665 (2014) - [j9]Junyang Yu, Zhigang Hu, Neal N. Xiong, He Liu, Zhou Zhou
:
An energy conservation replica placement strategy for Dynamo. J. Supercomput. 69(3): 1068-1086 (2014) - [j8]Hua Ma
, Zhigang Hu, Liu Yang, Tie Song:
User feature-aware trustworthiness measurement of cloud services via evidence synthesis for potential users. J. Vis. Lang. Comput. 25(6): 791-799 (2014) - [c13]Hua Ma, Zhigang Hu:
User Features-aware Trust Measurement of Cloud Services via Evidence Synthesis for Potential Users. DMS 2014: 175-181 - [c12]Hua Ma, Zhigang Hu:
Cloud service recommendation based on trust measurement using ternary interval numbers. SMARTCOMP 2014: 21-24 - 2013
- [j7]Chaokun Yan, Huimin Luo, Zhigang Hu, Xi Li, Yanping Zhang:
Deadline Guarantee Enhanced Scheduling of Scientific Workflow Applications in Grid. J. Comput. 8(4): 842-850 (2013) - [j6]Peng Xiao, Zhigang Hu, Yanping Zhang:
An Energy-Aware Heuristic Scheduling for Data-Intensive Workflows in Virtualized Datacenters. J. Comput. Sci. Technol. 28(6): 948-961 (2013) - [j5]Peng Xiao, Zhigang Hu, Dongbo Liu, Guofeng Yan, Xilong Qu:
Virtual machine power measuring technique with bounded error in cloud environments. J. Netw. Comput. Appl. 36(2): 818-828 (2013) - 2012
- [j4]Peng Xiao, Zhigang Hu:
Workload-aware Reliability Evaluation Model in Grid Computing. J. Comput. 7(1): 141-146 (2012) - [j3]Peng Xiao, Zhigang Hu, Xilong Qu:
Hybrid-Policy Co-allocation Model in Computational Grid. J. Softw. 7(2): 382-388 (2012) - 2011
- [j2]Peng Xiao, Zhigang Hu:
Two-Dimension Relaxed Reservation Policy for Independent Tasks in Grid Computing. J. Softw. 6(8): 1395-1402 (2011) - [c11]Meiguang Zheng, Zhigang Hu, Peng Xiao, Meixia Zheng, Kai Zhang:
A Global Benefit Maximization Task-Bundle Allocation. NPC 2011: 71-85 - [c10]Xi Li, Zhigang Hu, Chaokun Yan:
A Deadline Satisfaction Enhanced Workflow Scheduling Algorithm. PDP 2011: 55-61 - [c9]Liu Yang, Zhigang Hu, Jun Long, Tao Guo:
5W1H-based Conceptual Modeling Framework for Domain Ontology and Its Application on STPO. SKG 2011: 203-206 - 2010
- [c8]Liu Yang, Zhigang Hu, Jun Long:
Service of Searching and Ranking in a Semantic-Based Expert Information System. APSCC 2010: 609-614
2000 – 2009
- 2009
- [j1]Shengbing Ren, Xie Wang, Zhi-gang Hu, Ge Hu, Guo-Jun Wang:
Graph transformation based reduction analysis of PID. ACM SIGSOFT Softw. Eng. Notes 34(4): 1-5 (2009) - [c7]Changsong Ding, Yi Fu, Zhigang Hu, Peng Xiao:
A Novel Trust Model Based on Bayesian Network for Service-Oriented Grid. ACIS-ICIS 2009: 494-499 - [c6]Peng Xiao, Zhigang Hu:
Deadline-Guarantee-Enhanced Co-Allocation for Parameter Sweep Application in Grid. ICC 2009: 1-5 - 2008
- [c5]Changsong Ding, Zhoujun Hu, Zhigang Hu, Xi Li:
A Distributed Workflow Management System Model and Its Scheduling Algorithm. FCST 2008: 51-58 - [c4]Peng Xiao, Zhigang Hu:
A Novel QoS-Based Co-Allocation Model in Computational Grid. GLOBECOM 2008: 1562-1566 - [c3]Yi Fu, Zhigang Hu, Qingjun Zhang:
Bayesian Network based QoS Trustworthiness Evaluation Method in Service Oriented Grid. ICYCS 2008: 293-298 - [c2]Peng Xiao, Zhigang Hu, Xi Li, Liu Yang:
A Novel Statistic-based Relaxed Grid Resource Reservation Strategy. ICYCS 2008: 703-707 - 2007
- [c1]Zhoujun Hu, Zhigang Hu, Zhenhua Liu:
Resource Availability Evaluation in Service Grid Environment. APSCC 2007: 232-238
Coauthor Index

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last updated on 2025-10-16 03:27 CEST by the dblp team
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