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
Minkai Xu — most-cited papers & profile · Graph Learning
← authors
·
overview
Minkai Xu
16
papers ·
52
citations ·
15
h-index
National University of Singapore · City University of Hong Kong · Stanford University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
When Do Graph Neural Networks Help with Node Classification? Investigating the Impact of Homophily Principle on Node Distinguishability
2023 · 12 citations
The Heterophilic Graph Learning Handbook: Benchmarks, Models, Theoretical Analysis, Applications and Challenges
2024 · 3 citations
Top co-authors
Doina Precup
· 2
Sitao Luan
· 2
Xiao-Wen Chang
· 2
Guy Wolf
· 1
Jian Tang
· 1
Jiaqi Zhu
· 1
Jie Fu
· 1
Jure Leskovec
· 1
Liheng Ma
· 1
Lirong Wu
· 1
Rex Ying
· 1
Stan Z. Li
· 1
Topics
Theory & Expressivity
GNN Architectures
Temporal & Dynamic