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
IEEE Internet of Things Journal.
