Jinli Zhang
📞 15309927655
📧 [email protected]

supervisor: Yuchen Zheng, Xuewen Wang
2026-09-01 — 2029-07-01
👤 Personal Information
- Class of 2026, Master candidate in Electronic Information
- Document Analysis and Pattern Recognition Laboratory, School of Information Science and Technology, Shihezi University
🔬 Research Interests
- Federated Learning and Landslide Detection
Focusing on the intelligent detection of landslide hazards, federated learning is adopted to tackle data‑isolation and privacy‑protection challenges among multiple institutions in geological‑hazard scenarios. Distributed collaborative training for landslide‑detection models is realized without aggregating raw geological remote‑sensing data. It balances detection accuracy and data‑privacy security, and provides intelligent technical support for geological‑hazard monitoring and early‑warning.
Keywords: federated learning, landslide detection, remote‑sensing image, privacy preservation, intelligent hazard monitoring
📄 Academic Outputs
None
🏆 Honors & Awards
None
