Peiying Zhang

Peiying Zhang publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Peiying Zhang sits on this spectrum.

Peiying Zhang D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Peiying Zhang sits on this spectrum.

Best Publications

• Deep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT

  Peiying Zhang;Chao Wang;Chunxiao Jiang;Zhu Han

  198
  Citations

• Identification of Encrypted Traffic Through Attention Mechanism Based Long Short Term Memory

  Haipeng Yao;Chong Liu;Peiying Zhang;Sheng Wu

  168
  Citations

• A novel reinforcement learning algorithm for virtual network embedding

  Haipeng Yao;Xu Chen;Maozhen Li;Peiying Zhang

  143
  Citations

• Virtual Network Embedding Based on Computing, Network, and Storage Resource Constraints

  Peiying Zhang;Haipeng Yao;Yunjie Liu

  134
  Citations

• Capsule Network Assisted IoT Traffic Classification Mechanism for Smart Cities

  Haipeng Yao;Pengcheng Gao;Jingjing Wang;Peiying Zhang

  116
  Citations

• MSML: A Novel Multilevel Semi-Supervised Machine Learning Framework for Intrusion Detection System

  Haipeng Yao;Danyang Fu;Peiying Zhang;Maozhen Li

  114
  Citations

• Space-Air-Ground Integrated Multi-Domain Network Resource Orchestration Based on Virtual Network Architecture: A DRL Method

  Peiying Zhang;Chao Wang;Neeraj Kumar;Lei Liu

  100
  Citations

• Hybrid Intrusion Detection System for Edge-Based IIoT Relying on Machine-Learning-Aided Detection

  Haipeng Yao;Pengcheng Gao;Peiying Zhang;Jingjing Wang

  99
  Citations

• Virtual Network Embedding Based on the Degree and Clustering Coefficient Information

  Peiying Zhang;Haipeng Yao;Yunjie Liu

  94
  Citations

• AI-Enabled Space-Air-Ground Integrated Networks: Management and Optimization

  Unknown

  92
  Citations

• CAPSO: Chaos Adaptive Particle Swarm Optimization Algorithm

  Unknown

  90
  Citations

• NetworkAI: An Intelligent Network Architecture for Self-Learning Control Strategies in Software Defined Networks

  Haipeng Yao;Tianle Mai;Xiaobin Xu;Peiying Zhang

  82
  Citations

• Space-Air-Ground Integrated Network Resource Allocation Based on Service Function Chain

  Unknown

  80
  Citations

• Security-Aware Virtual Network Embedding Algorithm Based on Reinforcement Learning

  Peiying Zhang;Chao Wang;Chunxiao Jiang;Abderrahim Benslimane

  70
  Citations

• Ultra-Low Latency Multi-Task Offloading in Mobile Edge Computing

  Unknown

  67
  Citations

• Incorporating Distributed DRL Into Storage Resource Optimization of Space-Air-Ground Integrated Wireless Communication Network

  Unknown

  64
  Citations

• Dynamic Virtual Network Embedding Algorithm based on Graph Convolution Neural Network and Reinforcement Learning

  Peiying Zhang;Chao Wang;Neeraj Kumar;Weishan Zhang

  63
  Citations

• Dynamic SFC Embedding Algorithm Assisted by Federated Learning in Space–Air–Ground-Integrated Network Resource Allocation Scenario

  Unknown

  62
  Citations

• A Continuous-Decision Virtual Network Embedding Scheme Relying on Reinforcement Learning

  Haipeng Yao;Sihan Ma;Jingjing Wang;Peiying Zhang

  60
  Citations

• RDAM: A Reinforcement Learning Based Dynamic Attribute Matrix Representation for Virtual Network Embedding

  Haipeng Yao;Bo Zhang;Peiying Zhang;Sheng Wu

  49
  Citations