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
Irwin King — most-cited papers & profile · Graph Learning
← authors
·
overview
Irwin King
43
papers ·
1276
citations ·
75
h-index
Chinese University of Hong Kong
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding
2020 · 943 citations
Deep Graph Anomaly Detection: A Survey and New Perspectives
2024 · 2 citations
MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks
2022 · 1 citations
Enhancing Graph Representations with Neighborhood-Contextualized Message-Passing
2025
Efficient Identity and Position Graph Embedding via Spectral-Based Random Feature Aggregation
2025
Graph-adaptive Rectified Linear Unit for Graph Neural Networks
2022
Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks
2024
Top co-authors
Xinyu Fu
· 2
Ziqiao Meng
· 2
Bo An
· 1
Charu Aggarwal
· 1
Guansong Pang
· 1
Hanghang Tong
· 1
Hao Zhu
· 1
Jiahong Liu
· 1
Meng Qin
· 1
Piotr Koniusz
· 1
Xin Cao
· 1
Yankai Chen
· 1
Topics
GNN Architectures
Theory & Expressivity
Knowledge Graphs
Self-Supervised & Contrastive