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researcher

Shengnan Ma

1 paper hereh-index 557 citations17 works total

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author position
  • middle author1

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

fields
  • cs.AI1
same name
  • Shengnan Ma — 3 papers, h 4

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

1 paper

cs.AI2025

GUI-Reflection: Empowering Multimodal GUI Models with Self-Reflection Behavior

Penghao Wu, Shengnan Ma, Bo Wang +3

Multimodal Large Language Models (MLLMs) have shown great potential in revolutionizing Graphical User Interface (GUI) automation. However, existing GUI models mostly rely on learni…

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