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
Huawei Shen — most-cited papers & profile · Graph Learning
← authors
·
overview
Huawei Shen
28
papers ·
215
citations ·
40
h-index
Institute of Computing Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Graph Wavelet Neural Network
2019 · 78 citations
Beyond Low-frequency Information in Graph Convolutional Networks
2021 · 22 citations
Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning
2020 · 8 citations
SDGNN: Learning Node Representation for Signed Directed Networks
2021 · 7 citations
Signed Graph Attention Networks
2019 · 3 citations
Label-Consistency based Graph Neural Networks for Semi-supervised Node Classification
2020
Learning node embeddings via summary graphs: a brief theoretical analysis
2022
Hierarchical Estimation for Effective and Efficient Sampling Graph Neural Network
2022
Company-as-Tribe: Company Financial Risk Assessment on Tribe-Style Graph with Hierarchical Graph Neural Networks
2023
Graph Adversarial Immunization for Certifiable Robustness
2023
Top co-authors
Xueqi Cheng
· 7
Liang Hou
· 4
Qi Cao
· 4
Junjie Huang
· 3
Chuan Shi
· 1
Danai Koutra
· 1
Shenghua Liu
· 1
Shuchang Tao
· 1
Wendong Bi
· 1
Xiao Wang
· 1
Yang Li
· 1
Yige Yuan
· 1
Topics
GNN Architectures
Theory & Expressivity
Knowledge Graphs
Temporal & Dynamic
Self-Supervised & Contrastive