Yao Zhang

According to our database, Yao Zhang authored at least 11 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Synergistic Interplay of Large Language Model and Digital Twin for Autonomous Optical Networks: Field Demonstrations.

Yuchen Song, Yao Zhang, Anni Zhou, Yan Shi, Shikui Shen, Xiongyan Tang, Jin Li, Min Zhang, Danshi Wang

IEEE Commun. Mag., June, 2025

Lifecycle Management of Optical Networks With Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach.

Yuchen Song, Min Zhang, Yao Zhang, Yan Shi, Shikui Shen, Xiongyan Tang, Shanguo Huang, Danshi Wang

IEEE J. Sel. Areas Commun., May, 2025

Quality of transmission optimization in a multi-band optical system: a stepwise multi-device joint configuration algorithm.

Yujia Yang, Yuchen Song, Shengnan Li, Yao Zhang, Min Zhang, Danshi Wang

J. Opt. Commun. Netw., 2025

Graph Structure-Enhanced Large Language Model for Optical Network Fault Diagnosis: An Explainable Alarm Root Cause Localization Approach.

Yidi Wang, Yue Pang, Yanli Liu, Yao Zhang, Lifang Zhang, Min Zhang, Danshi Wang

IEEE Internet Things J., 2025

Large Language Model for Optical Network Automation: Prospects and Challenges.

Danshi Wang, Yao Zhang, Yuchen Song, Xiaotian Jiang, Yidi Wang, Yue Pang, Min Zhang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2025

2024

Implementing Digital Twin in Field-Deployed Optical Networks: Uncertain Factors, Operational Guidance, and Field-Trial Demonstration.

Yuchen Song, Min Zhang, Yao Zhang, Yan Shi, Shikui Shen, Bingli Guo, Shanguo Huang, Danshi Wang

IEEE Netw., January, 2024

When Large Language Models Meet Optical Networks: Paving the Way for Automation.

Danshi Wang, Yidi Wang, Xiaotian Jiang, Yao Zhang, Yue Pang, Min Zhang

CoRR, 2024

GPT-Enabled Digital Twin Assistant for Multi-task Cooperative Management in Autonomous Optical Network.

Yao Zhang, Min Zhang, Yuchen Song, Xiaotian Jiang, Yidi Wang, Shikui Shen, Danshi Wang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

2023

Building a digital twin for large-scale and dynamic C+L-band optical networks.

Yao Zhang, Min Zhang, Yuchen Song, Yan Shi, Chunyu Zhang, Cheng Ju, Bingli Guo, Shanguo Huang, Danshi Wang

J. Opt. Commun. Netw., December, 2023

Deep Neural Network-enabled Fast and Large-Scale QoT Estimation for Dynamic C+L-Band Mesh Networks.

Yao Zhang, Yuchen Song, Yan Shi, Jin Li, Chuanbiao Zhang, Yu Tang, Min Zhang, Danshi Wang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

PINN for Power Evolution Prediction and Raman Gain Spectrum Identification in C+L-Band Transmission System.

Yuchen Song, Yao Zhang, Chunyu Zhang, Jin Li, Min Zhang, Danshi Wang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023