Food Image Recognition Using Pervasive Cloud Computing. - Pengcheng Duan; Wenshan Wang; Weishan Zhang; Faming Gong; Peiying Zhang 001; Yuan Rao 004 (GreenCom/iThings/CPScom, 2013)

Towards a Pervasive Cloud Computing Based Food Image Recognition. - Wenshan Wang; Pengcheng Duan; Weishan Zhang; Faming Gong; Peiying Zhang 001; Yuan Rao 004 (GreenCom/iThings/CPScom, 2013)

An Approach of Semantic Similarity by Combining HowNet and Cilin. - Peiying Zhang 001; Zhanshan Zhang; Weishan Zhang (GreenCom/iThings/CPScom, 2013)

Flexible Component Migration in an OSGi Based Pervasive Cloud Infrastructure. - Weishan Zhang; Licheng Chen; Qinghua Lu 001; Peiying Zhang 001; Su Yang 001 (ICSOC Workshops, 2013)

Hybrid Emotion Recognition Using Semantic Similarity. - Zhanshan Zhang; Xin Meng; Peiying Zhang 001; Weishan Zhang; Qinghua Lu 001 (ICSOC Workshops, 2013)

An OSGi-based flexible and adaptive pervasive cloud infrastructure. - Weishan Zhang; Licheng Chen; Xin Liu 022; Qinghua Lu 001; Peiying Zhang 001; Su Yang 001 (Sci. China Inf. Sci., 2014)

Semantic Similarity Computation Based on Multi-feature Combination using HowNet. - Peiying Zhang 001; Zhanshan Zhang; Weishan Zhang; Chunlei Wu (J. Softw., 2014)

A communication framework between backbone satellites and ground stations. - Xiaoning Jin; Peiying Zhang 001; Haipeng Yao (ISCIT, 2016)

Virtual Network Embedding Based on the Degree and Clustering Coefficient Information. - Peiying Zhang 001; Haipeng Yao; Yunjie Liu 001 (IEEE Access, 2016)

Multi-objective enhanced particle swarm optimization in virtual network embedding. - Peiying Zhang 001; Haipeng Yao; Chao Fang 001; Yunjie Liu 001 (EURASIP J. Wirel. Commun. Netw., 2016)

A feature selection method based on synonym merging in text classification system. - Haipeng Yao; Chong Liu; Peiying Zhang 001; Luyao Wang (EURASIP J. Wirel. Commun. Netw., 2017)

Virtual Network Embedding Using Node Multiple Metrics Based on Simplified ELECTRE Method. - Peiying Zhang 001; Haipeng Yao; Chao Qiu; Yunjie Liu 001 (IEEE Access, 2018)

A Novel Kernel for Text Classification Based on Semantic and Statistical Information. - Haipeng Yao; Bo Zhang 004; Peiying Zhang 001; Maozhen Li 001 (Comput. Informatics, 2018)

A novel sentence similarity model with word embedding based on convolutional neural network. - Haipeng Yao; Huiwen Liu; Peiying Zhang 001 (Concurr. Comput. Pract. Exp., 2018)

A novel reinforcement learning algorithm for virtual network embedding. - Haipeng Yao; Xu Chen; Maozhen Li 001; Peiying Zhang 001; Luyao Wang (Neurocomputing, 2018)

NetworkAI: An Intelligent Network Architecture for Self-Learning Control Strategies in Software Defined Networks. - Haipeng Yao; Tianle Mai; Xiaobin Xu 004; Peiying Zhang 001; Maozhen Li 001; Yunjie Liu 001 (IEEE Internet Things J., 2018)

Virtual Network Embedding Based on Computing, Network, and Storage Resource Constraints. - Peiying Zhang 001; Haipeng Yao; Yunjie Liu 001 (IEEE Internet Things J., 2018)

A Reinforcement Learning Based Approach for 5G Network Slicing Across Multiple Domains. - Godfrey Kibalya; Joan Serrat 001; Juan-Luis Gorricho; Rafael Pasquini; Haipeng Yao; Peiying Zhang 001 (CNSM, 2019)

An Intelligent Approach to Energy Efficient Transportation and QoS Routing. - Haipeng Yao; Huiwen Liu; Peiying Zhang 001; Sheng Wu 001; Chunxiao Jiang; Song Guo 001 (ICC, 2019)

A Machine Learning Approach of Load Balance Routing to Support Next-Generation Wireless Networks. - Haipeng Yao; Xin Yuan 004; Peiying Zhang 001; Jingjing Wang 001; Chunxiao Jiang; Mohsen Guizani (IWCMC, 2019)

Disease Prediction and Early Intervention System Based on Symptom Similarity Analysis. - Peiying Zhang 001; Xingzhe Huang; Maozhen Li 001 (IEEE Access, 2019)

Artificial Intelligence for Information-Centric Networks. - Haipeng Yao; Mengnan Li; Jun Du 001; Peiying Zhang 001; Chunxiao Jiang; Zhu Han 001 (IEEE Commun. Mag., 2019)

An Intrusion Detection Framework Based on Hybrid Multi-Level Data Mining. - Haipeng Yao; Qiyi Wang; Luyao Wang; Peiying Zhang 001; Maozhen Li 001; Yunjie Liu 001 (Int. J. Parallel Program., 2019)

MSML: A Novel Multilevel Semi-Supervised Machine Learning Framework for Intrusion Detection System. - Haipeng Yao; Danyang Fu; Peiying Zhang 001; Maozhen Li 001; Yunjie Liu 001 (IEEE Internet Things J., 2019)

Capsule Network Assisted IoT Traffic Classification Mechanism for Smart Cities. - Haipeng Yao; Pengcheng Gao; Jingjing Wang 001; Peiying Zhang 001; Chunxiao Jiang; Zhu Han 001 (IEEE Internet Things J., 2019)

Hybrid Intrusion Detection System for Edge-Based IIoT Relying on Machine-Learning-Aided Detection. - Haipeng Yao; Pengcheng Gao; Peiying Zhang 001; Jingjing Wang 001; Chunxiao Jiang; Lijun Lu (IEEE Netw., 2019)

Virtual network embedding based on modified genetic algorithm. - Peiying Zhang 001; Haipeng Yao; Maozhen Li 001; Yunjie Liu 001 (Peer-to-Peer Netw. Appl., 2019)

Machine Learning Aided Load Balance Routing Scheme Considering Queue Utilization. - Haipeng Yao; Xin Yuan 004; Peiying Zhang 001; Jingjing Wang 001; Chunxiao Jiang; Mohsen Guizani (IEEE Trans. Veh. Technol., 2019)

Multi Objective Resource Optimization of Wireless Network Based on Cross Domain Virtual Network Embedding. - Chao Wang 093; Tao Dong 002; Youxiang Duan; Qifeng Sun; Peiying Zhang 001 (ComComAP, 2020)

A Security-aware Software-defined IoT Network Architecture. - Xinbin Zuo; Xue Pang; Pengping Zhang; Junsan Zhang; Tao Dong 002; Peiying Zhang 001 (ComComAP, 2020)

Voyage-Based Computation Offloading for Secure Maritime Edge Networks. - Ailing Xiao; Haoting Chen; Sheng Wu 001; Peiying Zhang 001; Haihan Li; Li Ma 007 (GLOBECOM (Workshops), 2020)

Information Classification Strategy for Blockchain-based Secure SDN in IoT Scenario. - Peiying Zhang 001; Fanglin Liu; Neeraj Kumar 001; Gagangeet Singh Aujla (INFOCOM Workshops, 2020)

A Node Probability-based Reinforcement Learning Framework for Virtual Network Embedding. - Peiying Zhang 001; Chao Wang 093; Gagangeet Singh Aujla; Xue Pang (WoWMoM, 2020)

VNE-HPSO: Virtual Network Embedding Algorithm Based on Hybrid Particle Swarm Optimization. - Peiying Zhang 001; Yanrong Hong; Xue Pang; Chunxiao Jiang (IEEE Access, 2020)

A Multi-domain Virtual Network Embedding Algorithm with Delay Prediction. - Peiying Zhang 001; Xue Pang; Yongjing Ni; Haipeng Yao; Xin Li 088 (Ad Hoc Sens. Wirel. Networks, 2020)

A novel dynamic programming inspired algorithm for embedding of virtual networks in future networks. - Godfrey Kibalya; Joan Serrat 001; Juan-Luis Gorricho; Haipeng Yao; Peiying Zhang 001 (Comput. Networks, 2020)

Security Aware Virtual Network Embedding Algorithm Using Information Entropy TOPSIS. - Peiying Zhang 001; Haisheng Li 002; Yongjing Ni; Faming Gong; Mengnan Li; Fuyan Wang (J. Netw. Syst. Manag., 2020)

Network Resource Allocation Strategy Based on Deep Reinforcement Learning. - Shidong Zhang; Chao Wang 093; Junsan Zhang; Youxiang Duan; Xinhong You; Peiying Zhang 001 (IEEE Open J. Comput. Soc., 2020)

On Virtual Resource Allocation of Heterogeneous Networks in Virtualization Environment: A Service Oriented Perspective. - Haotong Cao; Ailing Xiao; Yue Hu; Peiying Zhang 001; Shengchen Wu; Longxiang Yang (IEEE Trans. Netw. Sci. Eng., 2020)

DSCD: Delay Sensitive Cross-Domain Virtual Network Embedding Algorithm. - Peiying Zhang 001; Xue Pang; Yanxian Bi; Haipeng Yao; Huijiang Pan; Neeraj Kumar 001 (IEEE Trans. Netw. Sci. Eng., 2020)

A Continuous-Decision Virtual Network Embedding Scheme Relying on Reinforcement Learning. - Haipeng Yao; Sihan Ma; Jingjing Wang 001; Peiying Zhang 001; Chunxiao Jiang; Song Guo 001 (IEEE Trans. Netw. Serv. Manag., 2020)

A Learning-Based Approach to Intra-Domain QoS Routing. - Haipeng Yao; Huiwen Liu; Peiying Zhang 001; Sheng Wu 001; Chunxiao Jiang; Song Guo 001 (IEEE Trans. Veh. Technol., 2020)

IoV Scenario: Implementation of a Bandwidth Aware Algorithm in Wireless Network Communication Mode. - Peiying Zhang 001; Chao Wang 093; Gagangeet Singh Aujla; Neeraj Kumar 001; Mohsen Guizani (IEEE Trans. Veh. Technol., 2020)

QoS-Aware Virtual Network Embedding - Chunxiao Jiang; Peiying Zhang 001 (Springer, 2021)

Secure Load Balancing for UAV-Assisted Wireless Networks. - Daosen Zhai; Huan Li; Xiao Tang 001; Dawei Wang 001; Haotong Cao; Peiying Zhang 001 (GLOBECOM, 2021)

A Reinforcement Learning Approach for Placement of Stateful Virtualized Network Functions. - Godfrey Kibalya; Joan Serrat 001; Juan-Luis Gorricho; Doreen Gift Bujjingo; Jonathan Serugunda; Peiying Zhang 001 (IM, 2021)

Blockchain-based cyber-physical systems security autonomous routing scheme. - Yasheng Zhang; Chengcheng Li; Chao Wang 093; Peiying Zhang 001 (UCC Companion, 2021)

RA-RL: Reputation-Aware Edge Device Selection Method based on Reinforcement Learning. - Yanlei Dong; Peng Gan; Gagangeet Singh Aujla; Peiying Zhang 001 (WOWMOM, 2021)

Security Enhanced Sentence Similarity Computing Model Based on Convolutional Neural Network. - Qifeng Sun; Xingzhe Huang; Godfrey Kibalya; Neeraj Kumar 001; Sripathi Venkata Naga Santhosh Kumar; Peiying Zhang 001; Dongliang Xie (IEEE Access, 2021)

Semantic Similarity Computing Model Based on Multi Model Fine-Grained Nonlinear Fusion. - Peiying Zhang 001; Xingzhe Huang; Yaqi Wang; Chunxiao Jiang; Shuqing He; Haifeng Wang (IEEE Access, 2021)

GCMD: Genetic Correlation Multi-Domain Virtual Network Embedding Algorithm. - Peiying Zhang 001; Xue Pang; Godfrey Kibalya; Neeraj Kumar 001; Shuqing He; Bin Zhao (IEEE Access, 2021)

Federated Transfer Learning for IIoT Devices With Low Computing Power Based on Blockchain and Edge Computing. - Peiying Zhang 001; Hao Sun; Jingyi Situ; Chunxiao Jiang; Dongliang Xie (IEEE Access, 2021)

Ultra-Low Latency Multi-Task Offloading in Mobile Edge Computing. - Hongxia Zhang; Yongjin Yang; Xingzhe Huang; Chao Fang 001; Peiying Zhang 001 (IEEE Access, 2021)

A multi-stage graph based algorithm for survivable Service Function Chain orchestration with backup resource sharing. - Godfrey Kibalya; Joan Serrat 001; Juan-Luis Gorricho; Jonathan Serugunda; Peiying Zhang 001 (Comput. Commun., 2021)

VNE solution for network differentiated QoS and security requirements: from the perspective of deep reinforcement learning. - Chao Wang 093; Ranbir Singh Batth; Peiying Zhang 001; Gagangeet Singh Aujla; Youxiang Duan; Lihua Ren (Computing, 2021)

Information mining and similarity computation for semi- / un-structured sentences from the social data. - Peiying Zhang 001; Xingzhe Huang; Lei Zhang 094 (Digit. Commun. Networks, 2021)

A robust network measurement and feature selection strategy for software-defined edge computing environment. - Peiying Zhang 001; Fanglin Liu; Sahil Vashisht; Ravinder Singh Mann (Trans. Emerg. Telecommun. Technol., 2021)

STEC-IoT: A Security Tactic by Virtualizing Edge Computing on IoT. - Peiying Zhang 001; Chunxiao Jiang; Xue Pang; Yi Qian 001 (IEEE Internet Things J., 2021)

UAV-Assisted Multi-Access Edge Computing: Technologies and Challenges. - Peiying Zhang 001; Chao Wang 093; Chunxiao Jiang; Abderrahim Benslimane (IEEE Internet Things Mag., 2021)

VNE strategy based on chaos hybrid flower pollination algorithm considering multi-criteria decision making. - Peiying Zhang 001; Fanglin Liu; Gagangeet Singh Aujla; Sahil Vashisht (Neural Comput. Appl., 2021)

Artificial Intelligence Technologies for COVID-19-Like Epidemics: Methods and Challenges. - Peiying Zhang 001; Chao Wang 093; Neeraj Kumar 001; Chunxiao Jiang; Qinghua Lu 001; Kim-Kwang Raymond Choo; Joel J. P. C. Rodrigues (IEEE Netw., 2021)

Hybridization between Neural Computing and Nature-Inspired Algorithms for a Sentence Similarity Model Based on the Attention Mechanism. - Peiying Zhang 001; Xingzhe Huang; Maozhen Li 001; Yu Xue 003 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021)

RDAM: A Reinforcement Learning Based Dynamic Attribute Matrix Representation for Virtual Network Embedding. - Haipeng Yao; Bo Zhang 004; Peiying Zhang 001; Sheng Wu 001; Chunxiao Jiang; Song Guo 001 (IEEE Trans. Emerg. Top. Comput., 2021)

Deep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT. - Peiying Zhang 001; Chao Wang 093; Chunxiao Jiang; Zhu Han 001 (IEEE Trans. Ind. Informatics, 2021)

Security-Aware Virtual Network Embedding Algorithm Based on Reinforcement Learning. - Peiying Zhang 001; Chao Wang 093; Chunxiao Jiang; Abderrahim Benslimane (IEEE Trans. Netw. Sci. Eng., 2021)

ReLeDP: Reinforcement-Learning-Assisted Dynamic Pricing for Wireless Smart Grid. - Peiying Zhang 001; Chao Wang 093; Gagangeet Singh Aujla; Ranbir Singh Batth (IEEE Wirel. Commun., 2021)

Intelligent Requests Orchestration for Microservice Management Based on Blockchain in Software Defined Networking: a Security Guarantee. - Yasheng Zhang; Chengcheng Li; Ning Chen 011; Peiying Zhang 001 (ICC Workshops, 2022)

CAPSO: Chaos Adaptive Particle Swarm Optimization Algorithm. - Youxiang Duan; Ning Chen 011; Lunjie Chang; Yongjing Ni; Sripathi Venkata Naga Santhosh Kumar; Peiying Zhang 001 (IEEE Access, 2022)

DPRL: Task Offloading Strategy Based on Differential Privacy and Reinforcement Learning in Edge Computing. - Peiying Zhang 001; Peng Gan; Lunjie Chang; Wu Wen; Munuswamy Selvi; Godfrey Kibalya (IEEE Access, 2022)

VNE Strategy based on Chaotic Hybrid Flower Pollination Algorithm Considering Multi-criteria Decision Making. - Peiying Zhang 001; Fanglin Liu; Gagangeet Singh Aujla; Sahil Vashisht (CoRR, 2022)

A multi-domain VNE algorithm based on multi-objective optimization for IoD architecture in Industry 4.0. - Peiying Zhang 001; Chao Wang 093; Zeyu Qin; Haotong Cao (CoRR, 2022)

Multi-Domain Virtual Network Embedding Algorithm based on Horizontal Federated Learning. - Peiying Zhang 001; Ning Chen 011; Shibao Li; Kim-Kwang Raymond Choo; Chunxiao Jiang (CoRR, 2022)

RKD-VNE: Virtual network embedding algorithm assisted by resource knowledge description and deep reinforcement learning in IIoT scenario. - Peiying Zhang 001; Peng Gan; Neeraj Kumar 001; Ching-Hsien Hsu; Shigen Shen; Shibao Li (Future Gener. Comput. Syst., 2022)

A Reliable Data-Transmission Mechanism Using Blockchain in Edge Computing Scenarios. - Peiying Zhang 001; Xue Pang; Neeraj Kumar 001; Gagangeet Singh Aujla; Haotong Cao (IEEE Internet Things J., 2022)

A Trustworthy Safety Inspection Framework Using Performance-Security Balanced Blockchain. - Weishan Zhang; Gang Sun; Liang Xu 009; Qinghua Lu 001; Huansheng Ning; Peiying Zhang 001; Su Yang 001 (IEEE Internet Things J., 2022)

Resource Management and Security Scheme of ICPSs and IoT Based on VNE Algorithm. - Peiying Zhang 001; Chao Wang 093; Chunxiao Jiang; Neeraj Kumar 001; Qinghua Lu 001 (IEEE Internet Things J., 2022)

Dynamic Virtual Network Embedding Algorithm Based on Graph Convolution Neural Network and Reinforcement Learning. - Peiying Zhang 001; Chao Wang 093; Neeraj Kumar 001; Weishan Zhang; Lei Liu 031 (IEEE Internet Things J., 2022)

Survivable virtual network embedding algorithm considering multiple node failure in IIoT environment. - Peiying Zhang 001; Peng Gan; Neeraj Kumar 001; Chunxiao Jiang; Fanglin Liu; Lei Zhang 094 (J. Netw. Comput. Appl., 2022)

Incorporating Distributed DRL Into Storage Resource Optimization of Space-Air-Ground Integrated Wireless Communication Network. - Chao Wang 093; Lei Liu 031; Chunxiao Jiang; Shangguang Wang; Peiying Zhang 001; Shigen Shen (IEEE J. Sel. Top. Signal Process., 2022)

Spectral graph theory-based virtual network embedding for vehicular fog computing: A deep reinforcement learning architecture. - Ning Chen 011; Peiying Zhang 001; Neeraj Kumar 001; Ching-Hsien Hsu; Laith Abualigah; Hailong Zhu (Knowl. Based Syst., 2022)

A Multi-Domain VNE Algorithm Based on Load Balancing in the IoT Networks. - Peiying Zhang 001; Fanglin Liu; Chunxiao Jiang; Abderrahim Benslimane; Juan-Luis Gorricho; Joan Serrat-Fernández (Mob. Networks Appl., 2022)

MS2GAH: Multi-label semantic supervised graph attention hashing for robust cross-modal retrieval. - Youxiang Duan; Ning Chen 011; Peiying Zhang 001; Neeraj Kumar 001; Lunjie Chang; Wu Wen (Pattern Recognit., 2022)

A multidomain virtual network embedding algorithm based on multiobjective optimization for Internet of Drones architecture in Industry 4.0. - Peiying Zhang 001; Chao Wang 093; Zeyu Qin; Haotong Cao (Softw. Pract. Exp., 2022)

Identification of Encrypted Traffic Through Attention Mechanism Based Long Short Term Memory. - Haipeng Yao; Chong Liu; Peiying Zhang 001; Sheng Wu 001; Chunxiao Jiang; Shui Yu 001 (IEEE Trans. Big Data, 2022)

A Security- and Privacy-Preserving Approach Based on Data Disturbance for Collaborative Edge Computing in Social IoT Systems. - Peiying Zhang 001; Yaqi Wang; Neeraj Kumar 001; Chunxiao Jiang; Guowei Shi (IEEE Trans. Comput. Soc. Syst., 2022)

BC-EdgeFL: A Defensive Transmission Model Based on Blockchain-Assisted Reinforced Federated Learning in IIoT Environment. - Peiying Zhang 001; Yanrong Hong; Neeraj Kumar 001; Mamoun Alazab; Mohammad Dahman Alshehri; Chunxiao Jiang (IEEE Trans. Ind. Informatics, 2022)

Space-Air-Ground Integrated Multi-Domain Network Resource Orchestration Based on Virtual Network Architecture: A DRL Method. - Peiying Zhang 001; Chao Wang 093; Neeraj Kumar 001; Lei Liu 031 (IEEE Trans. Intell. Transp. Syst., 2022)

A Reinforcement Learning Approach for Virtual Network Function Chaining and Sharing in Softwarized Networks. - Godfrey Kibalya; Joan Serrat-Fernández; Juan-Luis Gorricho; Peiying Zhang 001 (IEEE Trans. Netw. Serv. Manag., 2022)

FDSA-STG: Fully Dynamic Self-Attention Spatio-Temporal Graph Networks for Intelligent Traffic Flow Prediction. - Youxiang Duan; Ning Chen 011; Shigen Shen; Peiying Zhang 001; Youyang Qu; Shui Yu 001 (IEEE Trans. Veh. Technol., 2022)

Space-Air-Ground Integrated Network Resource Allocation Based on Service Function Chain. - Peiying Zhang 001; Pan Yang 023; Neeraj Kumar 001; Mohsen Guizani (IEEE Trans. Veh. Technol., 2022)

Joint Resource Allocation and Multi-Part Collaborative Task Offloading in MEC Systems. - Hongxia Zhang; Yongjin Yang; Bodong Shang; Peiying Zhang 001 (IEEE Trans. Veh. Technol., 2022)

Reinforcement Learning Assisted Bandwidth Aware Virtual Network Resource Allocation. - Peiying Zhang 001; Yu Su; Jingjing Wang 001; Chunxiao Jiang; Ching-Hsien Hsu; Shigen Shen (IEEE Trans. Netw. Serv. Manag., 2022)

Resource Allocation and Orchestration of Slicing Services in Softwarized Space-Aerial-Ground Integrated Networks. - Haotong Cao; Shigen Shen; Yongan Guo; Sheng Wu 001; Hongxia Zhang; Peiying Zhang 001 (IWCMC, 2023)

Deep Reinforcement Learning Based Edge Computing Network Aided Resource Allocation Algorithm for Smart Grid. - Yingying Chi; Yi Zhang 134; Yong Liu; Hailong Zhu; Zhe Zheng; Rui Liu; Peiying Zhang 001 (IEEE Access, 2023)

An Attention Mechanism-Based Microservice Placement Scheme for On-Star Edge Computing Nodes. - Xiangyu Su; Amr Tolba; Yuxi Lu; Lizhuang Tan; Jian Wang 010; Peiying Zhang 001 (IEEE Access, 2023)

Multi-Target-Aware Energy Orchestration Modeling for Grid 2.0: A Network Virtualization Approach. - Lianzhong Wang; Zhe Zheng; Ning Chen 011; Yingying Chi; Yong Liu; Hailong Zhu; Peiying Zhang 001; Neeraj Kumar 001 (IEEE Access, 2023)

Transformer-Based Discriminative and Strong Representation Deep Hashing for Cross-Modal Retrieval. - Suqing Zhou; Yu Han; Ning Chen 011; Siyu Huang; Kostromitin Konstantin Igorevich; Jia Luo; Peiying Zhang 001 (IEEE Access, 2023)

DNFS-VNE: Deep Neuro-Fuzzy System-Driven Virtual Network Embedding Algorithm. - Ailing Xiao; Ning Chen 011; Sheng Wu 001; Shigen Shen; Weiping Ding 001; Peiying Zhang 001 (CoRR, 2023)

Health Monitoring and Diagnosis for Geo-Distributed Edge Ecosystem in Smart City. - Wu Wen; Umit Demirbaga; Amritpal Singh; Anish Jindal; Ranbir Singh Batth; Peiying Zhang 001; Gagangeet Singh Aujla (IEEE Internet Things J., 2023)

Deep Reinforcement Learning Algorithm for Latency-Oriented IIoT Resource Orchestration. - Peiying Zhang 001; Yi Zhang 134; Neeraj Kumar 001; Ching-Hsien Hsu (IEEE Internet Things J., 2023)

GCWCN: 6G-Based Global Coverage Wireless Communication Network Architecture. - Chao Wang 093; Peiying Zhang 001; Neeraj Kumar 001; Lei Liu 031; Tingting Yang 001 (IEEE Netw., 2023)

Joint Trajectory and Energy Consumption Optimization Based on UAV Wireless Charging in Cloud Computing System. - Shanchen Pang; Xiao He 012; Ching-Hsien Hsu; Chunming Rong; Hailong Zhu; Peiying Zhang 001 (IEEE Trans. Cloud Comput., 2023)

Attentive-Adaptive Network for Hyperspectral Images Classification With Noisy Labels. - Leiquan Wang; Tongchuan Zhu; Neeraj Kumar 001; Zhongwei Li; Chunlei Wu; Peiying Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Multi-Domain Virtual Network Embedding Algorithm Based on Horizontal Federated Learning. - Peiying Zhang 001; Ning Chen 011; Shibao Li; Kim-Kwang Raymond Choo; Chunxiao Jiang; Sheng Wu 001 (IEEE Trans. Inf. Forensics Secur., 2023)

Rendering Secure and Trustworthy Edge Intelligence in 5G-Enabled IIoT Using Proof of Learning Consensus Protocol. - Chao Qiu; Gagangeet Singh Aujla; Jing Jiang 026; Wu Wen; Peiying Zhang 001 (IEEE Trans. Ind. Informatics, 2023)

Adaptive Recovery Mechanism for SDN Controllers in Edge-Cloud Supported FinTech Applications. - Xiaodong Ren; Gagangeet Singh Aujla; Anish Jindal; Ranbir Singh Batth; Peiying Zhang 001 (IEEE Internet Things J., 2023)

Reinforcement Learning for Edge Device Selection Using Social Attribute Perception in Industry 4.0. - Peiying Zhang 001; Peng Gan; Gagangeet Singh Aujla; Ranbir Singh Batth (IEEE Internet Things J., 2023)

A Blockchain-Based Authentication Scheme and Secure Architecture for IoT-Enabled Maritime Transportation Systems. - Peiying Zhang 001; Yaqi Wang; Gagangeet Singh Aujla; Anish Jindal; Yasser D. Al-Otaibi (IEEE Trans. Intell. Transp. Syst., 2023)

Blockchain-Aided Network Resource Orchestration in Intelligent Internet of Things. - Chao Wang 093; Chunxiao Jiang; Jingjing Wang 001; Shigen Shen; Song Guo 001; Peiying Zhang 001 (IEEE Internet Things J., 2023)

Dynamic SFC Embedding Algorithm Assisted by Federated Learning in Space-Air-Ground-Integrated Network Resource Allocation Scenario. - Peiying Zhang 001; Yi Zhang 134; Neeraj Kumar 001; Mohsen Guizani (IEEE Internet Things J., 2023)

Hyperspectral Image Classification Based on Dense Pyramidal Convolution and Multi-Feature Fusion. - Junsan Zhang; Li Zhao; Hongzhao Jiang; Shigen Shen; Jian Wang 010; Peiying Zhang 001; Wei Zhang 049; Leiquan Wang (Remote. Sens., 2023)

NFLCS: An Service Function Chain Path Optimization Strategy Based on Network-Functional Layout Clustering. - Youxiang Duan; Yuxi Lu; Shigen Shen; Shui Yu 001; Peiying Zhang 001; Wei Zhang 049; Kostromitin Konstantin Igorevich (IEEE Trans. Veh. Technol., 2023)

A Proactive Stable Scheme for Vehicular Collaborative Edge Computing. - Jianhang Liu; Ning Liu; Lei Liu 031; Shibao Li; Hailong Zhu; Peiying Zhang 001 (IEEE Trans. Veh. Technol., 2023)

Distributed Deep Reinforcement Learning Assisted Resource Allocation Algorithm for Space-Air-Ground Integrated Networks. - Peiying Zhang 001; Yuanjie Li; Neeraj Kumar 001; Ning Chen 011; Ching-Hsien Hsu; Ahmed Barnawi (IEEE Trans. Netw. Serv. Manag., 2023)

A deep reinforcement learning-based algorithm for reliability-aware multi-domain service deployment in smart ecosystems. - Godfrey Kibalya; Joan Serrat 001; Juan-Luis Gorricho; Dorothy Okello; Peiying Zhang 001 (Neural Comput. Appl., 2023)

QoS prediction in intelligent edge computing based on feature learning. - Hongxia Zhang; Dengyue Wang; Wei Zhang 049; Lizhuang Tan; Godfrey Kibalya; Peiying Zhang 001; Kostromitin Konstantin Igorevich (J. Cloud Comput., 2023)

Coordinate Descent Detection Algorithms Using Adaptive Moment Estimation for MDL-Impaired Mode Division Multiplexing Systems. - Shuchao Mi; Jianyong Zhang; Baorui Yan; Yifan Shen; Muguang Wang; Guofang Fan; Peiying Zhang 001 (IEEE Access, 2024)

Local search resource allocation algorithm for space-based backbone network in Deep Reinforcement Learning method. - Peiying Zhang 001; Zixuan Cui; Neeraj Kumar 001; Jian Wang 010; Wei Zhang 049; Lizhuang Tan (Ad Hoc Networks, 2024)

Generative adversarial imitation learning assisted virtual network embedding algorithm for space-air-ground integrated network. - Peiying Zhang 001; Ziyu Xu; Neeraj Kumar 001; Jian Wang 010; Lizhuang Tan; Ahmad Almogren (Comput. Commun., 2024)

Multi-objective optimization of SFC deployment using service aggregation and computing offload. - Junbi Xiao; Jiaqi Zheng 009; Wu Wen; Mohsen Guizani; Peiying Zhang 001; Lizhuang Tan (Comput. Commun., 2024)

An improved DDPG-based privacy sensitive level protection computation offloading method in mobile edge computing. - Hongxia Zhang; Luyao Cao; Neeraj Kumar 001; Jianyong Zhang; Peiying Zhang 001; Jian Wang 010 (Future Gener. Comput. Syst., 2024)

Blockchain-based secure communication of internet of things in space-air-ground integrated network. - Yi Zhang 134; Peiying Zhang 001; Mohsen Guizani; Jianyong Zhang; Jian Wang 010; Hailong Zhu; Kostromitin Konstantin Igorevich; Huiling Shi (Future Gener. Comput. Syst., 2024)

A Blockchain-Reinforced Federated Intrusion Detection Architecture for IIoT. - Dingde Jiang; Zhihao Wang 001; Ye Wang; Li-Zhuang Tan; Jian Wang 010; Peiying Zhang 001 (IEEE Internet Things J., 2024)

Reliability-assured service function chain migration strategy in edge networks using deep reinforcement learning. - Yilin Li; Peiying Zhang 001; Neeraj Kumar 001; Mohsen Guizani; Jian Wang 010; Konstantin Kostromitin Igorevich; Yi Wang; Lizhuang Tan (J. Netw. Comput. Appl., 2024)

A service function chain mapping scheme based on functional aggregation in space-air-ground integrated networks. - Peiying Zhang 001; Kunkun Yan; Neeraj Kumar 001; Lizhuang Tan; Mohsen Guizani; Konstantin Kostromitin Igorevich; Jian Wang 010; Jianyong Zhang (J. Netw. Comput. Appl., 2024)

Multilevel Class Token Transformer With Cross TokenMixer for Hyperspectral Images Classification. - Leiquan Wang; Zheng Zheng; Neeraj Kumar 001; Cong Wang; Fangming Guo; Peiying Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

QoS Aware Virtual Network Embedding in Space-Air-Ground-Ocean Integrated Network. - Yi Zhang 134; Peiying Zhang 001; Chunxiao Jiang; Shangguang Wang; Hongxia Zhang; Chunming Rong (IEEE Trans. Serv. Comput., 2024)

Energy Allocation for Vehicle-to-Grid Settings: A Low-Cost Proposal Combining DRL and VNE. - Peiying Zhang 001; Ning Chen 011; Neeraj Kumar 001; Laith Abualigah; Mohsen Guizani; Youxiang Duan; Jian Wang 010; Sheng Wu 001 (IEEE Trans. Sustain. Comput., 2024)

Security-Aware Resource Allocation Scheme Based on DRL in Cloud-Edge-Terminal Cooperative Vehicular Network. - Yi Zhang 134; Chunxiao Jiang; Peiying Zhang 001 (IEEE Internet Things J., 2024)

CE-VNE: Constraint escalation virtual network embedding algorithm assisted by graph convolutional networks. - Peiying Zhang 001; Zhihu Luo; Neeraj Kumar 001; Mohsen Guizani; Hongxia Zhang; Jian Wang 010 (J. Netw. Comput. Appl., 2024)

RRV-BC: Random Reputation Voting Mechanism and Blockchain Assisted Access Authentication for Industrial Internet of Things. - Peiying Zhang 001; Pan Yang 023; Neeraj Kumar 001; Ching-Hsien Hsu; Sheng Wu 001; Fan Zhou 011 (IEEE Trans. Ind. Informatics, 2024)

A Multi-Layer Information Dissemination Model and Interference Optimization Strategy for Communication Networks in Disaster Areas. - Yuexia Zhang 001; Yang Hong; Mohsen Guizani; Sheng Wu 001; Peiying Zhang 001; Ruiqi Liu (IEEE Trans. Veh. Technol., 2024)

Improving word similarity computation accuracy by multiple parameter optimization based on ontology knowledge. - Qifeng Sun; Jiayue Xu; Youxiang Duan; Peiying Zhang 001; Nan Jiang; Anas Ratib Alsoud; Laith Abualigah (Multim. Tools Appl., 2024)

Anomaly Detection With Memory-Augmented Adversarial Autoencoder Networks for Industry 5.0. - Huan Zhang 015; Neeraj Kumar 001; Sheng Wu 001; Chunlei Wu; Jian Wang 010; Peiying Zhang 001 (IEEE Trans. Consumer Electron., 2024)

Future Quantum Communications and Networking: A Review and Vision. - Peiying Zhang 001; Ning Chen 011; Shigen Shen; Shui Yu 001; Sheng Wu 001; Neeraj Kumar 001 (IEEE Wirel. Commun., 2024)

AI-Enabled Space-Air-Ground Integrated Networks: Management and Optimization. - Peiying Zhang 001; Ning Chen 011; Shigen Shen; Shui Yu 001; Neeraj Kumar 001; Ching-Hsien Hsu (IEEE Netw., 2024)

Load balancing strategy for SDN multi-controller clusters based on load prediction. - Junbi Xiao; Xingjian Pan; Jianhang Liu; Jian Wang 010; Peiying Zhang 001; Laith Abualigah (J. Supercomput., 2024)

Correction to: Load balancing strategy for SDN multi-controller clusters based on load prediction. - Junbi Xiao; Xingjian Pan; Jianhang Liu; Jian Wang 010; Peiying Zhang 001; Laith Abualigah (J. Supercomput., 2024)

Virtual Network Embedding for Task Offloading in IIoT: A DRL-Assisted Federated Learning Scheme. - Sheng Wu 001; Ning Chen 011; Guanghui Wen; Long Xu 003; Peiying Zhang 001; Hailong Zhu (IEEE Trans. Ind. Informatics, 2024)

Energy-Aware Positioning Service Provisioning for Cloud-Edge-Vehicle Collaborative Network Based on DRL and Service Function Chain. - Peiying Zhang 001; Yi Zhang 134; Neeraj Kumar 001; Mohsen Guizani; Ahmed Barnawi; Wei Zhang 049 (IEEE Trans. Mob. Comput., 2024)

Dynamic Scheduling of IoV Edge Cloud Service Functions Under NFV: A Multi-Agent Reinforcement Learning Approach. - Yuxi Lu; Peiying Zhang 001; Youxiang Duan; Mohsen Guizani; Jian Wang 010; Shibao Li (IEEE Trans. Veh. Technol., 2024)

Multi-Target-Aware Dynamic Resource Scheduling for Cloud-Fog-Edge Multi-Tier Computing Network. - Peiying Zhang 001; Ning Chen 011; Guanjun Xu; Neeraj Kumar 001; Ahmed Barnawi; Mohsen Guizani; Youxiang Duan; Keping Yu (IEEE Trans. Intell. Transp. Syst., 2024)

A Web Knowledge-Driven Multimodal Retrieval Method in Computational Social Systems: Unsupervised and Robust Graph Convolutional Hashing. - Youxiang Duan; Ning Chen 011; Ali Kashif Bashir; Mohammad Dahman Alshehri; Lei Liu 031; Peiying Zhang 001; Keping Yu (IEEE Trans. Comput. Soc. Syst., 2024)

Guest Editorial: Exploring Fuzzy Systems and Systems of Knowledge in the New Generation of Technological Innovations. - Peiying Zhang 001; Mohsen Guizani; Laith Abualigah; Alireza Goli (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2024)

Energy efficient resource allocation based on virtual network embedding for IoT data generation. - Lizhuang Tan; Amjad Aldweesh; Ning Chen 011; Jian Wang 010; Jianyong Zhang; Yi Zhang 134; Konstantin Kostromitin Igorevich; Peiying Zhang 001 (Autom. Softw. Eng., 2024)

Latency-Sensitive Service Function Chains Intelligent Migration in Satellite Communication Driven by Deep Reinforcement Learning. - Peiying Zhang 001; Yilin Li; Lizhuang Tan; Kai Liu 030; Miao Wen; Hao Hao (Trans. Emerg. Telecommun. Technol., 2024)

An Information Transmission Method of Data-Driven Frequency Hopping OFDM for IoV. - Fan Zhou 011; Lin Wang; Meng Ning; Yuxin Zhu; Yang Wang; Binghe Tian; Peiying Zhang 001; Jianyong Zhang; Shaoqiang Wang (IEEE Internet Things J., 2024)

AI-Enabled Deployment Automation for 6G Space-Air-Ground Integrated Networks: Challenges, Design, and Outlook. - Sheng Wu 001; Ning Chen 011; Ailing Xiao; Haoge Jia; Chunxiao Jiang; Peiying Zhang 001 (IEEE Netw., 2024)

Unmanned aerial vehicle assisted communication: applications, challenges, and future outlook. - Yilin Li; Yanxian Bi; Jian Wang 010; Zhiqiang Li; Hongxia Zhang; Peiying Zhang 001 (Clust. Comput., 2024)

UAV Dynamic Service Function Chains Deployment Based on Security Considerations: A Reinforcement Learning Method. - Yuxi Lu; Chunxiao Jiang; Lizhuang Tan; Jianyong Zhang; Peiying Zhang 001; Chunming Rong (IEEE Internet Things J., 2024)

Real-time microexpression recognition in educational scenarios using a dual-branch continuous attention network. - Yan Lv; Meng Ning; Fan Zhou 011; Pengfei Lv; Peiying Zhang 001; Jian Wang 010 (J. Supercomput., 2024)

Energy Aware Space-Air-Ground Integrated Network Resource Orchestration Algorithm. - Peiying Zhang 001; Zhiqiang Li; Mohsen Guizani; Neeraj Kumar 001; Keping Yu; Jian Wang 010 (IEEE Trans. Veh. Technol., 2024)

CFcoQUIC: CPU/FPGA Co-design Accelerated QUIC for Low-Power IoT Communication. - Xin Dong; Lizhuang Tan; Huiling Shi; Wei Zhang 049; Peiying Zhang 001 (ICCCN, 2025)

Trajectory prediction training scheme in vehicular ad-hoc networks based on federated learning. - Jianhang Liu; Lele Yang; Neeraj Kumar 001; Abdullah Mohammed Almuhaideb; Konstantin Igorevich Kostromitin; Peiying Zhang 001 (Ad Hoc Networks, 2025)

Joint optimization of computation offloading and power control in user-centric networks based on dual layer mobile edge computing. - Peiying Zhang 001; Yuekai Sun; Lizhuang Tan; Maher Guizani; Mohammad Kamrul Hasan; Jian Wang 010 (Ad Hoc Networks, 2025)

Meta-reinforcement learning driven model architecture and algorithm optimization in intelligent driving task offloading. - Peiying Zhang 001; Jiamin Liu; Zhiyuan Ren; Lizhuang Tan; Neeraj Kumar 001; Konstantin Kostromitin Igorevich (Comput. Commun., 2025)

P4Drop: A lightweight security function for filtering TCP spoofing packets on programmable switches. - Junbi Xiao; Zhaoyu Yin; Yuhao Zhou; Kai Liu 030; Jian Wang 010; Peiying Zhang 001 (Comput. Secur., 2025)

Genetically-modified multi-population particle swarm optimization for workflow scheduling in cloud environment. - Peiying Zhang 001; Jingfei Gao; Lizhuang Tan; Kai Liu 030; Konstantin Igorevich Kostromitin; Neeraj Kumar 001 (Swarm Evol. Comput., 2025)

Enhancing task offloading in vehicular networks: A multi-agent cloud-edge-device framework. - Peiying Zhang 001; Enqi Wang; Lizhuang Tan; Neeraj Kumar 001; Jian Wang 010; Kai Liu 030 (Veh. Commun., 2025)

Edge computing network resource allocation based on virtual network embedding. - Keqiang Zhan; Ning Chen 011; Sripathi Venkata Naga Santhosh Kumar; Godfrey Kibalya; Peiying Zhang 001; Hongxia Zhang (Int. J. Commun. Syst., 2025)

Toward Synthetic Network Traffic Generating in NTN-Enabled IoT: A Generative AI Approach. - Dingde Jiang; Zhihao Wang 001; Xinhui Liu; Qi Xu; Tao Zou; Ruyun Zhang; Lizhuang Tan; Peiying Zhang 001 (IEEE Internet Things J., 2025)

Heterogeneity-aware device selection for clustered federated learning in IoT. - Hongxia Zhang; Zeya Li; Shiyu Xi; Xiangxu Zhao; Jianhang Liu; Peiying Zhang 001 (Peer Peer Netw. Appl., 2025)

Explainable Edge AI Framework for IoD-Assisted Aerial Surveillance in Extreme Scenarios. - Hailong Zhu; Umit Demirbaga; Gagangeet Singh Aujla; Lei Shi 030; Peiying Zhang 001 (IEEE Internet Things J., 2025)

DPDRF: Dynamic Predictive Driving Risk Field Based on Multi-Agent Trajectory Prediction and Digital Twins System. - Jianhang Liu; Xizhao Sheng; Lizhuang Tan; Wei Zhang 049; Peiying Zhang 001; Kai Liu 030 (IEEE Trans. Veh. Technol., 2025)

AI-Empowered Virtual Network Embedding: A Comprehensive Survey. - Sheng Wu 001; Ning Chen 011; Ailing Xiao; Peiying Zhang 001; Chunxiao Jiang; Wei Zhang 001 (IEEE Commun. Surv. Tutorials, 2025)

DNFS-VNE: Deep Neuro Fuzzy System Driven Virtual Network Embedding. - Ailing Xiao; Ning Chen 011; Sheng Wu 001; Peiying Zhang 001; Linling Kuang; Chunxiao Jiang (IEEE Internet Things J., 2025)

Energy Oriented Three-Tier Computation Offloading Scheme in Maritime Edge Computing Network. - Hongxia Zhang; Shiyu Xi; Bodong Shang; Peiying Zhang 001; Sheng Wu 001; Chunxiao Jiang (IEEE Trans. Veh. Technol., 2025)

6G SAGIN Information Transmission Model. - Yuexia Zhang 001; Xinyi Wang 002; Yuanshuo Gang; Jian Wang 010; Sheng Wu 001; Peiying Zhang 001; Yuanming Shi (IEEE Commun. Mag., 2025)

Energy-Efficient Tactile-Driven Rule Configuration and Anomaly Detection in Industrial IoT Systems. - Lizhuang Tan; Amritpal Singh; Wei Zhang 049; Hongjuan Pei; Peiying Zhang 001; Prabhjot Kaur Chahal; Maninderpal Singh (IEEE Internet Things J., 2025)

Secure and efficient cloudlet networks: blockchain integration with agent-based proof of trust mechanism. - Nothile C. Masango; Jeffrey O. Agushaka; Mercy C. Amaefule; Olutosin Taiwo; Peiying Zhang 001; Absalom E. Ezugwu; Kashif Saleem; Aseel Smerat; Laith Abualigah (EURASIP J. Wirel. Commun. Netw., 2025)

In-situ data scheduling optimization based on rainbow DQN for IIoT. - Peiying Zhang 001; Siyi Li; Lizhuang Tan; Neeraj Kumar 001; Jian Wang 010; Kai Liu 030 (Future Gener. Comput. Syst., 2026)