@ARTICLE{10587211, author={Wu, Sheng and Chen, Ning and Xiao, Ailing and Zhang, Peiying and Jiang, Chunxiao and Zhang, Wei}, journal={IEEE Communications Surveys & Tutorials}, title={AI-Empowered Virtual Network Embedding:A Comprehensive Survey}, year={2024}, volume={}, number={}, pages={1-1}, url={doi: 10.1109/COMST.2024.3424533}}

@ARTICLE{10443704, author={Wu, Sheng and Chen, Ning and Xiao, Ailing and Jia, Haoge and Jiang, Chunxiao and Zhang, Peiying}, journal={IEEE Network}, title={AI-Enabled Deployment Automation for 6G Space-Air-Ground Integrated Networks: Challenges, Design, and Outlook}, year={2024}, volume={38}, number={6}, pages={219-226}, url={doi: 10.1109/MNET.2024.3368753}}

@ARTICLE{10413579, author={Wu, Sheng and Chen, Ning and Wen, Guanghui and Xu, Long and Zhang, Peiying and Zhu, Hailong}, journal={IEEE Transactions on Industrial Informatics}, title={Virtual Network Embedding for Task Offloading in IIoT: A DRL-Assisted Federated Learning Scheme}, year={2024}, volume={20}, number={4}, pages={6814-6824}, doi={10.1109/TII.2024.3353848}}

@ARTICLE{9928082, author={Zhang, Peiying and Chen, Ning and Shen, Shigen and Yu, Shui and Wu, Sheng and Kumar, Neeraj}, journal={IEEE Wireless Communications}, title={Future Quantum Communications and Networking: A Review and Vision}, year={2024}, volume={31}, number={1}, pages={141-148}, doi={10.1109/MWC.012.2200295}}

@ARTICLE{10103768, author={Zhang, Peiying and Chen, Ning and Shen, Shigen and Yu, Shui and Kumar, Neeraj and Hsu, Ching-Hsien}, journal={IEEE Network}, title={AI-Enabled Space-Air-Ground Integrated Networks: Management and Optimization}, year={2024}, volume={38}, number={2}, pages={186-192}, doi={10.1109/MNET.131.2200477}}

@article{chen2022spectral, title={Spectral graph theory-based virtual network embedding for vehicular fog computing: A deep reinforcement learning architecture}, author={Chen, Ning and Zhang, Peiying and Kumar, Neeraj and Hsu, Ching-Hsien and Abualigah, Laith and Zhu, Hailong}, journal={Knowledge-Based Systems}, volume={257}, pages={109931}, year={2022}, publisher={Elsevier} }

@ARTICLE{10323248, author={Zhang, Peiying and Chen, Ning and Xu, Guanjun and Kumar, Neeraj and Barnawi, Ahmed and Guizani, Mohsen and Duan, Youxiang and Yu, Keping}, journal={IEEE Transactions on Intelligent Transportation Systems}, title={Multi-Target-Aware Dynamic Resource Scheduling for Cloud-Fog-Edge Multi-Tier Computing Network}, year={2024}, volume={25}, number={5}, pages={3885-3897}, doi={10.1109/TITS.2023.3330419}}

@ARTICLE{10132867, author={Zhang, Peiying and Chen, Ning and Li, Shibao and Choo, Kim-Kwang Raymond and Jiang, Chunxiao and Wu, Sheng}, journal={IEEE Transactions on Information Forensics and Security}, title={Multi-Domain Virtual Network Embedding Algorithm Based on Horizontal Federated Learning}, year={2023}, volume={18}, number={}, pages={3363-3375}, doi={10.1109/TIFS.2023.3279587}}

@ARTICLE{10787254, author={Xiao, Ailing and Chen, Ning and Wu, Sheng and Zhang, Peiying and Kuang, Linling and Jiang, Chunxiao}, journal={IEEE Internet of Things Journal}, title={DNFS-VNE: Deep Neuro Fuzzy System Driven Virtual Network Embedding}, year={2024}, volume={}, number={}, pages={1-1}, url={doi: 10.1109/JIOT.2024.3514700}}

@article{duan2022ms2gah, title={MS2GAH: Multi-label semantic supervised graph attention hashing for robust cross-modal retrieval}, author={Duan, Youxiang and Chen, Ning and Zhang, Peiying and Kumar, Neeraj and Chang, Lunjie and Wen, Wu}, journal={Pattern Recognition}, volume={128}, pages={108676}, year={2022}, publisher={Elsevier} }

@article{chen2023non, title={Non-Euclidean graph-convolution virtual network embedding for space--air--ground integrated networks}, author={Chen, Ning and Shen, Shigen and Duan, Youxiang and Huang, Siyu and Zhang, Wei and Tan, Lizhuang}, journal={Drones}, volume={7}, number={3}, pages={165}, year={2023}, publisher={MDPI} }

@ARTICLE{10226295, author={Zhang, Peiying and Chen, Ning and Kumar, Neeraj and Abualigah, Laith and Guizani, Mohsen and Duan, Youxiang and Wang, Jian and Wu, Sheng}, journal={IEEE Transactions on Sustainable Computing}, title={Energy Allocation for Vehicle-to-Grid Settings: A Low-Cost Proposal Combining DRL and VNE}, year={2024}, volume={9}, number={1}, pages={75-87}, doi={10.1109/TSUSC.2023.3307551}}

@ARTICLE{9782553, author={Duan, Youxiang and Chen, Ning and Shen, Shigen and Zhang, Peiying and Qu, Youyang and Yu, Shui}, journal={IEEE Transactions on Vehicular Technology}, title={FDSA-STG: Fully Dynamic Self-Attention Spatio-Temporal Graph Networks for Intelligent Traffic Flow Prediction}, year={2022}, volume={71}, number={9}, pages={9250-9260}, doi={10.1109/TVT.2022.3178094}}

@ARTICLE{9941497, author={Duan, Youxiang and Chen, Ning and Bashir, Ali Kashif and Alshehri, Mohammad Dahman and Liu, Lei and Zhang, Peiying and Yu, Keping}, journal={IEEE Transactions on Computational Social Systems}, title={A Web Knowledge-Driven Multimodal Retrieval Method in Computational Social Systems: Unsupervised and Robust Graph Convolutional Hashing}, year={2024}, volume={11}, number={3}, pages={3146-3156}, doi={10.1109/TCSS.2022.3216621}}

@ARTICLE{9999560, author={Zhang, Peiying and Li, Yuanjie and Kumar, Neeraj and Chen, Ning and Hsu, Ching-Hsien and Barnawi, Ahmed}, journal={IEEE Transactions on Network and Service Management}, title={Distributed Deep Reinforcement Learning Assisted Resource Allocation Algorithm for Space-Air-Ground Integrated Networks}, year={2023}, volume={20}, number={3}, pages={3348-3358}, doi={10.1109/TNSM.2022.3232414}}

@ARTICLE{10701003, author={Xiao, Ailing and Wu, Sheng and Ou, Yongkang and Chen, Ning and Jiang, Chunxiao and Zhang, Wei}, journal={IEEE Transactions on Network and Service Management}, title={QoE-Fairness-Aware Bandwidth Allocation Design for MEC-Assisted ABR Video Transmission}, year={2024}, volume={}, number={}, pages={1-17}, url={doi: 10.1109/TNSM.2024.3471632}}

@article{tan2024energy, title={Energy efficient resource allocation based on virtual network embedding for IoT data generation}, author={Tan, Lizhuang and Aldweesh, Amjad and Chen, Ning and Wang, Jian and Zhang, Jianyong and Zhang, Yi and Kostromitin, Konstantin Igorevich and Zhang, Peiying}, journal={Automated Software Engineering}, volume={31}, number={2}, pages={66}, year={2024}, publisher={Springer}}

@ARTICLE{9732987, author={Duan, Youxiang and Chen, Ning and Chang, Lunjie and Ni, Yongjing and Kumar, S. V. N. Santhosh and Zhang, Peiying}, journal={IEEE Access}, title={CAPSO: Chaos Adaptive Particle Swarm Optimization Algorithm}, year={2022}, volume={10}, number={}, pages={29393-29405}, doi={10.1109/ACCESS.2022.3158666}}

@ARTICLE{9732987, author={Zhu, Hailong and Huang, Tao and Yi, Zhang and Chen, Ning and Zhang, Peiying}, journal={China Communication}, title={Blockchain-Enabled Trusted Virtual Network Embedding in Intelligent Cyber-Physical Systems}, year={2024}, volume={}, number={}, pages={0-15}, url={doi: 10.1109/10.23919/JCC.ja.2024-0128}}

@ARTICLE{10343159, author={Zhou, Suqing and Han, Yu and Chen, Ning and Huang, Siyu and Igorevich, Kostromitin Konstantin and Luo, Jia and Zhang, Peiying}, journal={IEEE Access}, title={Transformer-Based Discriminative and Strong Representation Deep Hashing for Cross-Modal Retrieval}, year={2023}, volume={11}, number={}, pages={140041-140055}, doi={10.1109/ACCESS.2023.3339581}}

@ARTICLE{10057385, author={Wang, Lianzhong and Zheng, Zhe and Chen, Ning and Chi, Yingying and Liu, Yong and Zhu, Hailong and Zhang, Peiying and Kumar, Neeraj}, journal={IEEE Access}, title={Multi-Target-Aware Energy Orchestration Modeling for Grid 2.0: A Network Virtualization Approach}, year={2023}, volume={11}, number={}, pages={21699-21711}, doi={10.1109/ACCESS.2023.3251698}}

@article{zhan2025edge, title={Edge computing network resource allocation based on virtual network embedding}, author={Zhan, Keqiang and Chen, Ning and Santhosh Kumar, Sripathi Venkata Naga and Kibalya, Godfrey and Zhang, Peiying and Zhang, Hongxia}, journal={International Journal of Communication Systems}, volume={38}, number={1}, pages={e5344}, year={2025}, publisher={Wiley Online Library} }

@Article{electronics12194103, AUTHOR = {Chi, Yingying and Zhang, Huayu and Liu, Yong and Chen, Ning and Zheng, Zhe and Zhu, Hailong and Zhang, Peiying and Zhan, Haotian}, TITLE = {Flow-Based Joint Programming of Time Sensitive Task and Network}, JOURNAL = {Electronics}, VOLUME = {12}, YEAR = {2023}, NUMBER = {19}, ARTICLE-NUMBER = {4103}, URL = {https://www.mdpi.com/2079-9292/12/19/4103}, DOI = {10.3390/electronics12194103} }

@article{chen2025novel, title={Novel Surveillance View: A Novel Benchmark and View-Optimized Framework for Pedestrian Detection from UAV Perspectives}, author={Chen, Chenglizhao and Gao, Shengran and Pei, Hongjuan and Chen, Ning and Shi, Lei and Zhang, Peiying}, journal={Sensors}, volume={25}, number={3}, pages={772}, year={2025}, publisher={MDPI} }

@INPROCEEDINGS{9814536, author={Zhang, Yasheng and Li, Chengcheng and Chen, Ning and Zhang, Peiying}, booktitle={2022 IEEE International Conference on Communications Workshops (ICC Workshops)}, title={Intelligent Requests Orchestration for Microservice Management Based on Blockchain in Software Defined Networking: a Security Guarantee}, year={2022}, volume={}, number={}, pages={254-259}, doi={10.1109/ICCWorkshops53468.2022.9814536}}