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researcher

Mengzhou Xia

3 papers hereh-index 4231 citations5 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 3 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.CV1
same name
  • Mengzhou Xia — 11 papers, h 23
  • Mengzhou Xia — 4 papers, h 3
  • Mengzhou Xia — 1 paper, h 1

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

works on
agentic search 1context management 1information retrieval 1long-horizon tasks 1web browsing agents 1

From the 1 of 3 linked papers with an AI index.

collaborators
Showing cs.CVShow all

1 paper · 1 filter

cs.CV2025

ICONS: Influence Consensus for Vision-Language Data Selection

Xindi Wu, Mengzhou Xia, Rulin Shao +3

Training vision-language models via instruction tuning relies on large data mixtures spanning diverse tasks and domains, yet these mixtures frequently include redundant information…

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