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
Junchi Yan — most-cited papers & profile · Graph Learning
← authors
·
overview
Junchi Yan
43
papers ·
616
citations ·
63
h-index
Shanghai University · Shanghai Jiao Tong University · Shanghai Innovative Research Center of Traditional Chinese Medicine · Huawei Technologies (Sweden) · Artificial Intelligence in Medicine (Canada)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification
2023 · 75 citations
From Canonical Correlation Analysis to Self-supervised Graph Neural Networks
2021 · 49 citations
Graph Out-of-Distribution Generalization via Causal Intervention
2024 · 25 citations
Heterogeneous Graph-based Knowledge Transfer for Generalized Zero-shot Learning
2019
How Graph Neural Networks Learn: Lessons from Training Dynamics
2023
Top co-authors
Qitian Wu
· 4
David Wipf
· 3
Chenxiao Yang
· 2
Bo Jin
· 1
Fan Nie
· 1
Hengrui Zhang
· 1
Hongyuan Zha
· 1
Junjie Wang
· 1
Philip S. Yu
· 1
Ruoyu Sun
· 1
Tianyi Bao
· 1
Wenjie Zhang
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
Knowledge Graphs
Scene & Visual Graphs