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
Karsten Borgwardt — most-cited papers & profile · Graph Learning
← authors
·
overview
Karsten Borgwardt
8
papers ·
85
citations ·
60
h-index
Max Planck Society · Max Planck Institute of Psychiatry · Max Planck Institute of Biochemistry
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Structure-Aware Transformer for Graph Representation Learning
2022 · 46 citations
Topological Graph Neural Networks
2021 · 1 citations
Fisher Information Embedding for Node and Graph Learning
2023
Learning Long Range Dependencies on Graphs via Random Walks
2024
Top co-authors
Dexiong Chen
· 3
Bastian Rieck
· 1
Edward De Brouwer
· 1
Leslie O’Bray
· 1
Max Horn
· 1
Michael Moor
· 1
Paolo Pellizzoni
· 1
Till Hendrik Schulz
· 1
Yves Moreau
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
Recommendation Graphs