Shuainan Li

supervisor: Yuchen Zheng
2025-09-01 — 2028-07-01
👤 Personal Information
- Class of 2025, Master candidate in Cyberspace Security
- Document Analysis and Pattern Recognition Laboratory, School of Information Science and Technology, Shihezi University
🔬 Research Interests
- Federated Learning
Improve algorithms for data heterogeneity in federated learning to solve the Non‑IID problem of client data distribution in federated learning. 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
