Patents
- 01Filed
LLM-Agent-Based Root-Cause Reasoning for User-Experience Anomalies in Communication Networks
Qizhe Li, Guangxu Zhu, et al.
Invention patent application
An agent-based reasoning method that uses large language models to trace the root causes of user-experience anomalies in communication networks.
- 02Granted
Training Method, Apparatus, Device, and Medium for a Network Poor-Quality Root-Cause Identification Model
Qizhe Li, Haolong Chen, et al.
ZL202511903863.4 · CN121357036B
A training framework for identifying the root causes of poor network quality from operational network data and structured diagnostic knowledge.
Patent record - 03Granted
Method and Apparatus for Uncertainty Propagation of Radome Electromagnetic Performance
Hanyan Huang, Qizhe Li, et al.
CN116451570B
A data-driven method for propagating input uncertainty through radome models and efficiently estimating uncertainty in electromagnetic performance.
Patent record - 04Granted
Method and Apparatus for Predicting the Effects of Ablation on the Electromagnetic Performance of High-Speed Aircraft Radomes
Hanyan Huang, Shan Xie, Zecong Liu, Qizhe Li, et al.
CN116562124B
A multi-fidelity surrogate-modeling approach that combines ablation-stage, transmission-stage, and system-level data for rapid electromagnetic-performance prediction.
Patent record