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researcher

Xin Ma

4 papers hereh-index 14 citations6 works total

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

author position
  • middle author3

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.CL1
  • cs.SE1
same name
  • Xin Ma — 9 papers, h 7
  • Xin Ma — 9 papers, h 5
  • Xin Ma — 8 papers, h 5
  • Xin Ma — 5 papers, h 6
  • Xin Ma — 4 papers, h 15
  • Xin Ma — 4 papers, h 45

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

collaborators
Showing cs.SEShow all

1 paper · 1 filter

cs.SE2026

The Evolution of Tool Use in LLM Agents: From Single-Tool Call to Multi-Tool Orchestration

Haoyuan Xu, Chang Li, Xinyan Ma +12

Tool use enables large language models (LLMs) to access external information, invoke software systems, and act in digital environments beyond what can be solved from model paramete…

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