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Document Analysis and Pattern Recognition Laboratory

Document Analysis and Pattern Recognition Laboratory

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Home > People > Zouquan Chen

Zouquan Chen

📞 15970916446 📧 [email protected] Github
Zouquan Chen
supervisor: Yuchen Zheng, Xiaofang Wang

2024-09-01 — 2027-07-01

👤 Personal Information

  • Class of 2024, Master candidate in Cyberspace Security
  • Document Analysis and Pattern Recognition Laboratory, School of Information Science and Technology, Shihezi University

🔬 Research Interests

  • Personalized Federated Learning

Improve algorithms for data heterogeneity in federated learning to solve the Non‑IID problem of client data distribution. By combining global model sharing with local personalized optimization, each client can obtain a model adapted to its own data features while protecting data privacy.

Keywords: optimization algorithm, model aggregation, federated learning

📄 Academic Outputs

None

🏆 Honors & Awards

None


  • 1. 2026-04-20
    🔗 CEHGLS: A Communication-Efficient Head Gradient Linear Search for Personalized Federated Learning Under Data Heterogeneity
    Zouquan Chen # , Lidong Zheng # , Xiaofang Wang * , Yunchen Zheng *
    IEEE Internet of Things Journal.

Contact

Lvyuan Building No.2, College of Information Science and Technology, Shihezi University, Shihezi 832003, China

Email: [email protected]

Phone: 15610007856

Links

  • 石河子大学
  • 模板来源:SynELab(上科大纪清清团队)
  • 石河子大学信息科学与技术学院
  • 上科大物质科学与技术学院合成电子学实验室
  • 报考石大
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