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researcher

Xin-Yi Wu

2 papers hereh-index 3108 citations11 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cond-mat.str-el1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedA Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks

9 citations · 9 across the 2 of their papers we have counts for

collaborators

2 papers

cond-mat.str-el2023

Breaking electron pairs in the pseudogap regime of SmTiO3​/SrTiO3​/SmTiO3​ quantum wells

Xinyi Wu, Lu Chen, Jianan Li +5

The strongly correlated two-dimensional electron liquid within SmTiO3​/SrTiO3​/SmTiO3​ quantum well structures exhibits a pseudogap phase when the quantum well width is suffi…

cs.LG2022★ 9 cited

A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks

Xinyi Wu, Zhengdao Chen, William Wang +1

Oversmoothing is a central challenge of building more powerful Graph Neural Networks (GNNs). While previous works have only demonstrated that oversmoothing is inevitable when the n…

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