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
Klaus-Robert M\"uller — most-cited papers & profile · Graph Learning
← authors
·
overview
Klaus-Robert M\"uller
46
papers ·
1443
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Efficient Higher-order Subgraph Attribution via Message Passing
2026
Higher-Order Explanations of Graph Neural Networks via Relevant Walks
2020
Top co-authors
Gr\'egoire Montavon
· 2
Jonas Lederer
· 1
Kristof T. Sch\"utt
· 1
Oliver Eberle
· 1
Ping Xiong
· 1
Shinichi Nakajima
· 1
Shinichi Nakajima
· 1
Thomas Schnake
· 1
Thomas Schnake
· 1
Topics
GNN Architectures
Theory & Expressivity