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
Pan Li — most-cited papers & profile · Graph Learning
← authors
·
overview
Pan Li
12
papers ·
279
citations ·
23
h-index
Georgia Institute of Technology · Shandong University · Shandong Xiehe University · Hangzhou Dianzi University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Graph Information Bottleneck
2020 · 96 citations
Adaptive Universal Generalized PageRank Graph Neural Network
2020 · 93 citations
Nested Graph Neural Networks
2021 · 33 citations
Graph Auto-Encoder Via Neighborhood Wasserstein Reconstruction
2022 · 23 citations
Equivariant and Stable Positional Encoding for More Powerful Graph Neural Networks
2022 · 22 citations
Towards Stable, Globally Expressive Graph Representations with Laplacian Eigenvectors
2024 · 2 citations
Algorithm and System Co-design for Efficient Subgraph-based Graph Representation Learning
2022 · 1 citations
Improving Graph Neural Networks on Multi-node Tasks with the Labeling Trick
2023
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning
2020
Two-Dimensional Weisfeiler-Lehman Graph Neural Networks for Link Prediction
2022
Top co-authors
Muhan Zhang
· 4
Muhan Zhang
· 3
Xiyuan Wang
· 3
Haoteng Yin
· 2
Cai Zhou
· 1
Carl Yang
· 1
Eli Chien
· 1
Haorui Wang
· 1
Hongyu Ren
· 1
Jianguo Wang
· 1
Jianhao Peng
· 1
Junru Zhou
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive