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researcher

Yuming Cheng

2 papers hereh-index 229 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.MA1
  • eess.SY1

identity via Semantic Scholar / OpenAlex

most citedFirst Field Trial of LLM-Powered AI Agent for Lifecycle Management of Autonomous Driving Optical Networks

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.MA2025

First Field-Trial Demonstration of L4 Autonomous Optical Network for Distributed AI Training Communication: An LLM-Powered Multi-AI-Agent Solution

Yihao Zhang, Qizhi Qiu, Xiaomin Liu +7

We demonstrate the first cross-domain cross-layer level-4 autonomous optical network via a multi-AI-agent system. Field trials show ~98% task completion rate across the distributed…

eess.SY2024★ 1 cited

First Field Trial of LLM-Powered AI Agent for Lifecycle Management of Autonomous Driving Optical Networks

Xiaomin Liu, Qizhi Qiu, Yihao Zhang +4

We design and demonstrate the first field trial of LLM-powered AI Agent for ADON. Three operation modes of the Agent are proposed for network lifecycle management. The Agent effici…

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