📘 My paper

• 🚗 【KBS】Spectral Graph Theory-Based Virtual Network Embedding for Vehicular Fog Computing: A Deep Reinforcement Learning Architecture
  Ning Chen, Peiying Zhang, Neeraj Kumar, Ching-Hsien Hsu, Laith Abualigah, Hailong Zhu
  Knowledge-Based Systems, 257: 109931, 2022
  🔗 Paper

• ✈️ 【Drones】Non-Euclidean Graph-Convolution Virtual Network Embedding for Space–Air–Ground Integrated Networks
  Ning Chen, Shigen Shen, Youxiang Duan, Siyu Huang, Wei Zhang, Lizhuang Tan
  Drones, 7(3), 165, 2023
  🔗 Paper

• 🚦 【IEEE T-ITS】Multi-Target-Aware Dynamic Resource Scheduling for Cloud-Fog-Edge Multi-Tier Computing Network
  Peiying Zhang, Ning Chen#, Guanjun Xu, Neeraj Kumar, Ahmed Barnawi, Mohsen Guizani, Youxiang Duan, Keping Yu
  IEEE Transactions on Intelligent Transportation Systems, 25(5): 3885–3897, 2024
  🔗 Paper

• 🔒 【IEEE TIFS】Multi-Domain Virtual Network Embedding Algorithm Based on Horizontal Federated Learning
  Peiying Zhang, Ning Chen#, Shibao Li, Kim-Kwang Raymond Choo, Chunxiao Jiang, Sheng Wu
  IEEE Transactions on Information Forensics and Security, 18: 3363–3375, 2023
  🔗 Paper

• ☁️ 【IEEE Network】AI-Enabled Space-Air-Ground Integrated Networks: Management and Optimization
  Peiying Zhang, Ning Chen#, Shigen Shen, Shui Yu, Neeraj Kumar, Ching-Hsien Hsu
  IEEE Network, 38(2): 186–192, 2024
  🔗 Paper
  🏅 ESI Highly Cited Paper & ESI Hot Paper

• 🔋 【IEEE TSUSC】Energy Allocation for Vehicle-to-Grid Settings: A Low-Cost Proposal Combining DRL and VNE
  Peiying Zhang, Ning Chen#, Neeraj Kumar, Laith Abualigah, Mohsen Guizani, Youxiang Duan, Jian Wang, Sheng Wu
  IEEE Transactions on Sustainable Computing, 9(1): 75–87, 2024
  🔗 Paper

• 🌐 【IEEE TCSS】A Web Knowledge-Driven Multimodal Retrieval Method in Computational Social Systems: Unsupervised and Robust Graph Convolutional Hashing
  Youxiang Duan, Ning Chen#, Ali Kashif Bashir, Mohammad Dahman Alshehri, Lei Liu, Peiying Zhang, Keping Yu
  IEEE Transactions on Computational Social Systems, 11(3): 3146–3156, 2024
  🔗 Paper

• 🎯 【IEEE COMST】AI-Empowered Virtual Network Embedding: A Comprehensive Survey
  Sheng Wu, Ning Chen, Ailing Xiao, Peiying Zhang, Chunxiao Jiang, Wei Zhang
  IEEE Communications Surveys & Tutorials, 27(2): 1395–1426, 2025
  🔗 Paper
  🏅 ESI Highly Cited Paper

• 🧠 【IEEE TII】Virtual Network Embedding for Task Offloading in IIoT: A DRL-Assisted Federated Learning Scheme
  Sheng Wu, Ning Chen, Guanghui Wen, Long Xu, Peiying Zhang, Hailong Zhu
  IEEE Transactions on Industrial Informatics, 20(4): 6814–6824, 2024
  🔗 Paper

• 🛰️ 【IEEE WCM】 Future Quantum Communications and Networking: A Review and Vision
  Peiying Zhang, Ning Chen, Shigen Shen, Shui Yu, Sheng Wu, Neeraj Kumar
  IEEE Wireless Communications, 31(1): 141–148, 2024
  🔗 Paper
  🏅 ESI Highly Cited Paper

• 🌐 【IEEE Network】 AI-Enabled Deployment Automation for 6G Space-Air-Ground Integrated Networks: Challenges, Design, and Outlook
  Sheng Wu, Ning Chen, Ailing Xiao, Haoge Jia, Chunxiao Jiang, Peiying Zhang
  IEEE Network, 38(6): 219–226, 2024
  🔗 Paper

• 🔍 【PR】MS2GAH: Multi-label Semantic Supervised Graph Attention Hashing for Robust Cross-Modal Retrieval
  Youxiang Duan, Ning Chen, Peiying Zhang, Neeraj Kumar, Lunjie Chang, Wu Wen
  Pattern Recognition, 128: 108676, 2022
  🔗 Paper

• 🌐 【IEEE IoT-J】DNFS-VNE: Deep Neuro Fuzzy System Driven Virtual Network Embedding
  Ailing Xiao, Ning Chen, Sheng Wu, Peiying Zhang, Linling Kuang, Chunxiao Jiang
  IEEE Internet of Things Journal, 12(8): 10998–11010, 2025
  🔗 Paper

• 🚘 【IEEE TVT】FDSA-STG: Fully Dynamic Self-Attention Spatio-Temporal Graph Networks for Intelligent Traffic Flow Prediction
  Youxiang Duan, Ning Chen, Shigen Shen, Peiying Zhang, Youyang Qu, Shui Yu,
  IEEE Transactions on Vehicular Technology, 71(9): 9250–9260, 2022
  🔗 Paper

• 🌀【IEEE Access】CAPSO: Chaos Adaptive Particle Swarm Optimization Algorithm
  Youxiang Duan, Ning Chen, Lunjie Chang, Yongjing Ni, SVN Santhosh Kumar, Peiying Zhang
  IEEE Access, 10: 29393–29405, 2022
  🔗 Paper

📘 Collaborative paper

• 📡 【IEEE TNSM】Distributed Deep Reinforcement Learning Assisted Resource Allocation Algorithm for Space-Air-Ground Integrated Networks
  Peiying Zhang, Yuanjie Li, Neeraj Kumar, Ning Chen*, Ching-Hsien Hsu, Ahmed Barnawi
  IEEE Transactions on Network and Service Management, 20(3): 3348–3358, 2022
  🔗 Paper

• 💡【ASE】Energy Efficient Resource Allocation Based on Virtual Network Embedding for IoT Data Generation
  Lizhuang Tan, Amjad Aldweesh, Ning Chen*, Jian Wang, Jianyong Zhang, Yi Zhang, Konstantin Igorevich Kostromitin, Peiying Zhang
  Automated Software Engineering, 31(2): 66, 2024
  🔗 Paper

• ⚡【IEEE Access】Multi-Target-Aware Energy Orchestration Modeling for Grid 2.0: A Network Virtualization Approach
  Lianzhong Wang, Zhe Zheng, Ning Chen*, Yingying Chi, Yong Liu, Hailong Zhu, Peiying Zhang, Neeraj Kumar
  IEEE Access, 11: 21699–21711, 2023
  🔗 Paper

• 🌍【IJCS】Edge Computing Network Resource Allocation Based on Virtual Network Embedding
  Keqiang Zhan, Ning Chen*, Sripathi Venkata Naga Santhosh Kumar, Godfrey Kibalya, Peiying Zhang, Hongxia Zhang
  International Journal of Communication Systems, 38(1): e5344, 2025
  🔗 Paper

• 🧩【TETT】Multi-Objective Collaborative Resource Allocation for Cloud-Edge Networks: A VNE Approach
  Xin Li, Chengcheng Li, Weihong Dai, Konstantin Igorevich Kostromitin, Shengpeng Chen, Ning Chen*
  Transactions on Emerging Telecommunications Technologies, 36(7): e70197, 2025
  🔗 Paper

• 🔐【IEEE ICC'22】Intelligent Requests Orchestration for Microservice Management Based on Blockchain in Software Defined Networking: a Security Guarantee
  Yasheng Zhang, Chengcheng Li, Ning Chen*, Peiying Zhang
  2022 IEEE International Conference on Communications Workshops (ICC Workshops), 254–259, 2022
  🔗 Paper

• 📶【IEEE TNSM】QoE-Fairness-Aware Bandwidth Allocation Design for MEC-Assisted ABR Video Transmission
  Ailing Xiao, Sheng Wu, Yongkang Ou, Ning Chen, Chunxiao Jiang, Wei Zhang
  IEEE Transactions on Network and Service Management, 22(1): 499–515, 2025
  🔗 Paper

• ⛓️【China Commu】Blockchain-Enabled Trusted Virtual Network Embedding in Intelligent Cyber-Physical Systems
  Hailong Zhu, Tao Huang, Yi Zhang, Ning Chen, Peiying Zhang
  China Communications, 0–15, 2024
  🔗 Paper

• 🔍 【IEEE Access】Transformer-Based Discriminative and Strong Representation Deep Hashing for Cross-Modal Retrieval
  Suqing Zhou, Yu Han, Ning Chen, Siyu Huang, Kostromitin Konstantin Igorevich, Jia Luo, Peiying Zhang
  IEEE Access, 11: 140041–140055, 2023
  🔗 Paper

• 🧱【Electronics】Flow-Based Joint Programming of Time Sensitive Task and Network
  Yingying Chi, Huayu Zhang, Yong Liu, Ning Chen, Zhe Zheng, Hailong Zhu, Peiying Zhang, Haotian Zhan
  Electronics, 12(19): 4103, 2023
  🔗 Paper

• 👁️【Sensors】Novel Surveillance View: A Novel Benchmark and View-Optimized Framework for Pedestrian Detection from UAV Perspectives
  Chenglizhao Chen, Shengran Gao, Hongjuan Pei, Ning Chen, Lei Shi, Peiying Zhang
  Sensors, 25(3): 772, 2025
  🔗 Paper