Yao Zhang

Orcid: 0009-0007-9221-379X

Affiliations:

Beijing University of Posts and Telecommunications, China

According to our database¹, Yao Zhang authored at least 16 papers between 2023 and 2026.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of five.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

Mathematical Reasoning Enhanced LLM for Formula Derivation: A Case Study on Fiber NLI Modellin.

[BibT_eX]

[DOI]

CoRR, April, 2026

Generative AI-Driven Hierarchical Multi-Agent Framework for Zero-Touch Optical Networks.

[BibT_eX]

[DOI]

IEEE Commun. Mag., January, 2026

A Topology-Scalable Foundation Model for Network-Level QoT Estimation Using a Variable-Length Transformer.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2026

2025

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

[BibT_eX]

[DOI]

IEEE Commun. Mag., June, 2025

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

[BibT_eX]

[DOI]

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

Design and Evaluation of an LLM-Based Agent for QoT Estimation and Performance Optimization in Optical Networks.

[BibT_eX]

[DOI]

IEEE Open J. Commun. Soc., 2025

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

[BibT_eX]

[DOI]

J. Opt. Commun. Netw., 2025

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

[BibT_eX]

[DOI]

IEEE Internet Things J., 2025

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

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2025

A Simple Fiber Anomaly Detection Approach via Band Power in S+C+L-Band Optical Transmission Systems.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Optical Communications, 2025

2024

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

[BibT_eX]

[DOI]

IEEE Netw., January, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Yao Zhang

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