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
Guibin Zhang — most-cited papers & profile · Graph Learning
← authors
·
overview
Guibin Zhang
12
papers ·
8
citations ·
6
h-index
National University of Singapore
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs
2024 · 2 citations
Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness
2024 · 1 citations
All Nodes are created Not Equal: Node-Specific Layer Aggregation and Filtration for GNN
2024 · 1 citations
Top co-authors
Yuxuan Liang
· 3
Junfeng Fang
· 2
Shirui Pan
· 2
Dawei Cheng
· 1
Guohao Li
· 1
Guohao Li
· 1
Hao Wu
· 1
Kai Wang
· 1
Kun Wang
· 1
Kun Wang
· 1
Kun Wang
· 1
Shilong Wang
· 1
Topics
GNN Architectures
Theory & Expressivity