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researcher

Huanxi Liu

1 paper hereh-index 318 citations8 works total

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author position
  • first author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.AI1

identity via Semantic Scholar / OpenAlex

works on
agent adaptability 1dynamic tool evolution 1LLM agents 1model context protocol 1tool-use benchmarking 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.AI2026

MCPEvol-Bench: Benchmarking LLM Agent Performance Across Dynamic Evolutions of MCP Servers

Huanxi Liu, Kun Hu, Jiaqi Liao +6

The paper introduces MCPEvol-Bench, a benchmark that tests how well large language model agents adapt to changing tool interfaces and functionalities in Model Context Protocol (MCP…

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