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
Le Song — most-cited papers & profile · Graph Learning
← authors
·
overview
Le Song
21
papers ·
509
citations ·
46
h-index
Epson (United States) · North China University of Technology · Mohamed bin Zayed University of Artificial Intelligence · Palo Alto Institute · Institut für biologische Forschung
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning
2021 · 24 citations
Uncovering the Structural Fairness in Graph Contrastive Learning
2022 · 20 citations
Heterogeneous Graph Neural Networks for Malicious Account Detection
2020 · 6 citations
Graph Condensation via Receptive Field Distribution Matching
2022 · 5 citations
Top co-authors
Chaochao Chen
· 1
Chuan Shi
· 1
Duzhen Zhang
· 1
Haotian Xu
· 1
Hongxia Yang
· 1
Hui Li
· 1
Jiahua Dong
· 1
Jie Yang
· 1
Jingren Zhou
· 1
Jun Zhou
· 1
Lu Wang
· 1
Mengyang Liu
· 1
Topics
GNN Architectures
Self-Supervised & Contrastive
Theory & Expressivity
Knowledge Graphs
Temporal & Dynamic