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Mengjia Xu

9 papers hereh-index 15877 citations27 works total

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

author position
  • sole author1
  • first author2
  • middle author6

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

fields
  • cs.LG5
  • eess.IV2
  • q-bio.CB1
  • q-bio.NC1
same name
  • Mengjia Xu — 10 papers, h 3
  • Mengjia Xu — 3 papers, h 2
  • Mengjia Xu — 2 papers, h 1
  • Mengjia Xu — 2 papers, h 2
  • Mengjia Xu — 1 paper, h 3

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
20172023
most citedImage Segmentation and Classification for Sickle Cell Disease using Deformable U-Net

23 citations · 46 across the 9 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.LG2020★ 12 cited

Understanding graph embedding methods and their applications

Mengjia Xu

Graph analytics can lead to better quantitative understanding and control of complex networks, but traditional methods suffer from high computational cost and excessive memory requ…

q-bio.NC2020

A Graph Gaussian Embedding Method for Predicting Alzheimer's Disease Progression with MEG Brain Networks

Mengjia Xu, David Lopez Sanz, Pilar Garces +3

Characterizing the subtle changes of functional brain networks associated with the pathological cascade of Alzheimer's disease (AD) is important for early diagnosis and prediction…

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