Yao Zhang

18 papers Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Generative AI-Driven Hierarchical Multi-Agent Framework for Zero-Touch Optical Networks.
IEEE Commun. Mag.
Yao Zhang, Yuchen Song, Shengnan Li, Yan Shi, Shikui Shen, Xiongyan Tang, Min Zhang, Danshi Wang
2025 — conf
A Simple Fiber Anomaly Detection Approach via Band Power in S+C+L-Band Optical Transmission Systems.
ECOC
Shengnan Li, Yu Tang, Yao Zhang, Yuchen Song, Jin Li, Yan Shi, Shikui Shen, Xiongyan Tang, Min Zhang, Danshi Wang
2025 J jnl
Design and Evaluation of an LLM-Based Agent for QoT Estimation and Performance Optimization in Optical Networks.
IEEE Open J. Commun. Soc.
Yao Zhang, Yuchen Song, Yue Pang, Shengnan Li, Xiaotian Jiang, Yidi Wang, Jin Li, Min Zhang, Danshi Wang
2025 J jnl
Generative AI-Driven Hierarchical Multi-Agent Framework for Zero-Touch Optical Networks.
CoRR
Yao Zhang, Yuchen Song, Shengnan Li, Yan Shi, Shikui Shen, Xiongyan Tang, Min Zhang, Danshi Wang
2025 J jnl
Graph Structure-Enhanced Large Language Model for Optical Network Fault Diagnosis: An Explainable Alarm Root Cause Localization Approach.
IEEE Internet Things J.
Yidi Wang, Yue Pang, Yanli Liu, Yao Zhang, Lifang Zhang, Min Zhang, Danshi Wang
2025 — conf
Large Language Model for Optical Network Automation: Prospects and Challenges.
OFC
Danshi Wang, Yao Zhang, Yuchen Song, Xiaotian Jiang, Yidi Wang, Yue Pang, Min Zhang
2025 J jnl
Lifecycle Management of Optical Networks With Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach.
IEEE J. Sel. Areas Commun.
Yuchen Song, Min Zhang, Yao Zhang, Yan Shi, Shikui Shen, Xiongyan Tang, Shanguo Huang, Danshi Wang
2025 J jnl
Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach.
CoRR
Yuchen Song, Min Zhang, Yao Zhang, Yan Shi, Shikui Shen, Xiongyan Tang, Shanguo Huang, Danshi Wang
2025 J jnl
Quality of transmission optimization in a multi-band optical system: a stepwise multi-device joint configuration algorithm.
J. Opt. Commun. Netw.
Yujia Yang, Yuchen Song, Shengnan Li, Yao Zhang, Min Zhang, Danshi Wang
2025 J jnl
Synergistic Interplay of Large Language Model and Digital Twin for Autonomous Optical Networks: Field Demonstrations.
IEEE Commun. Mag.
Yuchen Song, Yao Zhang, Anni Zhou, Yan Shi, Shikui Shen, Xiongyan Tang, Jin Li, Min Zhang, Danshi Wang
2024 — conf
GPT-Enabled Digital Twin Assistant for Multi-task Cooperative Management in Autonomous Optical Network.
OFC
Yao Zhang, Min Zhang, Yuchen Song, Xiaotian Jiang, Yidi Wang, Shikui Shen, Danshi Wang
2024 J jnl
Implementing Digital Twin in Field-Deployed Optical Networks: Uncertain Factors, Operational Guidance, and Field-Trial Demonstration.
IEEE Netw.
Yuchen Song, Min Zhang, Yao Zhang, Yan Shi, Shikui Shen, Bingli Guo, Shanguo Huang, Danshi Wang
2024 J jnl
Synergistic Interplay of Large Language Model and Digital Twin for Autonomous Optical Networks: Field Demonstrations.
CoRR
Yuchen Song, Yao Zhang, Anni Zhou, Yan Shi, Shikui Shen, Xiongyan Tang, Jin Li, Min Zhang, Danshi Wang
2024 J jnl
When Large Language Models Meet Optical Networks: Paving the Way for Automation.
CoRR
Danshi Wang, Yidi Wang, Xiaotian Jiang, Yao Zhang, Yue Pang, Min Zhang
2023 J jnl
Building a digital twin for large-scale and dynamic C+L-band optical networks.
J. Opt. Commun. Netw.
Yao Zhang, Min Zhang, Yuchen Song, Yan Shi, Chunyu Zhang, Cheng Ju, Bingli Guo, Shanguo Huang, Danshi Wang
2023 — conf
Deep Neural Network-enabled Fast and Large-Scale QoT Estimation for Dynamic C+L-Band Mesh Networks.
OFC
Yao Zhang, Yuchen Song, Yan Shi, Jin Li, Chuanbiao Zhang, Yu Tang, Min Zhang, Danshi Wang
2023 J jnl
Implementing Digital Twin in Field-Deployed Optical Networks: Uncertain Factors, Operational Guidance, and Field-Trial Demonstration.
CoRR
Yuchen Song, Min Zhang, Yao Zhang, Yan Shi, Shikui Shen, Bingli Guo, Shanguo Huang, Danshi Wang
2023 — conf
PINN for Power Evolution Prediction and Raman Gain Spectrum Identification in C+L-Band Transmission System.
OFC
Yuchen Song, Yao Zhang, Chunyu Zhang, Jin Li, Min Zhang, Danshi Wang