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researcher

Xiaomin Liu

9 papers hereh-index 10425 citations56 works total

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

author position
  • first author2
  • middle author7

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • eess.SP2
  • eess.SY2
  • physics.optics2
  • cs.LG1
  • cs.MA1
  • cs.NI1
same name
  • Xiaomin Liu — 2 papers, h 47
  • Xiaomin Liu — 1 paper, h 0
  • Xiaomin Liu — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedBuilding a digital twin of EDFA: a grey-box modeling approach

23 citations · 30 across the 9 of their papers we have counts for

collaborators
Showing eess.SYShow all

2 papers · 1 filter

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…

eess.SY2024

Heuristic Optimization of Amplifier Reconfiguration Process for Autonomous Driving Optical Networks

Qizhi Qiu, Xiaomin Liu, Yihao Zhang +3

We propose a heuristic-based optimization scheme for reliable optical amplifier reconfiguration process in ADON. In the experiment on a commercial testbed, the scheme prevents a 1.…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.