Awesome Graph Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Soledad Villar — most-cited papers & profile · Graph Learning
← authors
·
overview
Soledad Villar
7
papers ·
17
citations ·
14
h-index
Johns Hopkins University · Johns Hopkins Medicine · Johns Hopkins University Applied Physics Laboratory · University of Baltimore
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
From Local to Global: Spectral-Inspired Graph Neural Networks
2022 · 5 citations
A Spectral Analysis of Graph Neural Networks on Dense and Sparse Graphs
2022
Graph neural networks and non-commuting operators
2024
Top co-authors
Carey E. Priebe
· 1
Chengyue Huang
· 1
Da Zheng
· 1
Lin Yang
· 1
Vladimir Braverman
· 1
Topics
GNN Architectures
Theory & Expressivity
Knowledge Graphs