6 citations · 15 across the 12 of their papers we have counts for
5 papers · 1 filter
Generative AI-Driven Hierarchical Multi-Agent Framework for Zero-Touch Optical Networks
Yao Zhang, Yuchen Song, Shengnan Li +5
The rapid development of Generative Artificial Intelligence (GenAI) has catalyzed a transformative technological revolution across all walks of life. As the backbone of wideband co…
Synergistic Interplay of Large Language Model and Digital Twin for Autonomous Optical Networks: Field Demonstrations
Yuchen Song, Yao Zhang, Anni Zhou +6
The development of large language models (LLM) has revolutionized various fields and is anticipated to drive the advancement of autonomous systems. In the context of autonomous opt…
When Large Language Models Meet Optical Networks: Paving the Way for Automation
Danshi Wang, Yidi Wang, Xiaotian Jiang +3
Since the advent of GPT, large language models (LLMs) have brought about revolutionary advancements in all walks of life. As a superior natural language processing (NLP) technology…
A Review of Machine Learning-based Failure Management in Optical Networks
Danshi Wang, Chunyu Zhang, Wenbin Chen +3
Failure management plays a significant role in optical networks. It ensures secure operation, mitigates potential risks, and executes proactive protection. Machine learning (ML) is…
Role of Digital Twin in Optical Communication: Fault Management, Hardware Configuration, and Transmission Simulation
Danshi Wang, Zhiguo Zhang, Min Zhang +5
Optical communication is developing rapidly in the directions of hardware resource diversification, transmission system flexibility, and network function virtualization. Its prolif…