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
Yuan Fang — most-cited papers & profile · Graph Learning
← authors
·
overview
Yuan Fang
15
papers ·
41
citations ·
36
h-index
Guangxi Institute of Botany · Singapore Management University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A Survey on Spectral Graph Neural Networks
2023 · 11 citations
Graph Positional Autoencoders as Self-supervised Learners
2025 · 2 citations
Generalized Graph Prompt: Toward a Unification of Pre-Training and Downstream Tasks on Graphs
2023 · 2 citations
Temporal and Heterogeneous Graph Neural Network for Remaining Useful Life Prediction
2024 · 2 citations
Motif Graph Neural Network
2021 · 1 citations
On Generalized Degree Fairness in Graph Neural Networks
2023 · 1 citations
HeTGB: A Comprehensive Benchmark for Heterophilic Text-Attributed Graphs
2025
Learning to Count Isomorphisms with Graph Neural Networks
2023
Top co-authors
Chuan Shi
· 3
Deyu Bo
· 2
Min Wu
· 2
Xingtong Yu
· 2
Xinming Zhang
· 2
Yawen Li
· 2
Zemin Liu
· 2
Fayao Liu
· 1
Pengcheng Wei
· 1
Ruichu Cai
· 1
Shujie Li
· 1
Sihong Chen
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
Knowledge Graphs
Temporal & Dynamic