学术与社会兼职
期刊审稿：IEEE Internet of Things Journal, IEEE Journal of Lightwave Technology, IEEE/OSA Journal of Optical Communications and Networking, Optics Express, etc.
代表性论著
1. Chunyu Zhang, et al. “SHAP-assisted EE-LightGBM model for explainable fault diagnosis in practical optical networks.” Journal of Optical Communications and Networking (2025).
2. Chunyu Zhang, et al. “Expertise-Enhanced Machine Learning for Failure Detection on Field-Deployed Optical Modules.” Journal of Lightwave Technology (2025).
3. Weijie Yang, Chunyu Zhang*, et al. “Weighted Ensemble Data Labeling With Cascaded Pre-Training for Failure Management in Practical Optical Transport Networks.” Journal of Lightwave Technology (2025).
4. Cheng Xing, Chunyu Zhang*, et al. “Data Augmentation Based on Time-Series Generative Adversarial Networks for Failure Prediction in Optical Network.” Journal of Lightwave Technology (2025).
5. Cheng Xing, Chunyu Zhang*, et al. “Alarm Priority Sorting with Multimodal Data Fusion in Optical Networks.” Optical Fiber Communication Conference (2025).
6. Weijie Yang, Chunyu Zhang*, et al. “Spatio-Temporal Graph Attention Networks for Alarm Root Cause Recognition in Optical Transport Network.” European Conference on Optical Communication (2024).
7. Chunyu Zhang, et al. “Covert fault detection with imbalanced data using an improved autoencoder for optical networks.” Journal of Optical Communications and Networking (2023).
8. Chunyu Zhang, et al. “Potential failure cause identification for optical networks using deep learning with an attention mechanism.” Journal of Optical Communications and Networking (2022).
9. Chunyu Zhang, et al. “Cause-aware failure detection using an interpretable XGBoost for optical networks.” Optics Express (2021).
10. Chunyu Zhang, et al. “Temporal data-driven failure prognostics using BiGRU for optical networks.” Journal of Optical Communications and Networking (2020).
