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Xiaowen Dong — most-cited papers & profile · Graph Learning
← authors
·
overview
Xiaowen Dong
10
papers ·
55
citations ·
21
h-index
University of Oxford
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Understanding over-squashing and bottlenecks on graphs via curvature
2021 · 34 citations
Beltrami Flow and Neural Diffusion on Graphs
2021 · 15 citations
On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning
2025
Top co-authors
Francesco Di Giovanni
· 2
\'Alvaro Arroyo
· 1
Federico Barbero
· 1
Michael Bronstein
· 1
Michael M. Bronstein
· 1
Pierre Vandergheynst
· 1
Topics
GNN Architectures
Theory & Expressivity