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Yuan Fang — most-cited papers & profile · Graph Learning
← authors
·
overview
Yuan Fang
27
papers ·
83
citations ·
36
h-index
Guangxi Institute of Botany · Singapore Management University
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Meta-Inductive Node Classification across Graphs
2021 · 31 citations
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
Non-Homophilic Graph Pre-Training and Prompt Learning
2024
Node-wise Localization of Graph Neural Networks
2021
Learning to Count Isomorphisms with Graph Neural Networks
2023
Top co-authors
Chuan Shi
· 3
Min Wu
· 2
Xinming Zhang
· 2
Yang Liu
· 2
Yawen Li
· 2
Zhihao Wen
· 2
Jie Zhang
· 1
Renhe Jiang
· 1
Ruichu Cai
· 1
Shujie Li
· 1
Xiao Wang
· 1
Xuexin Chen
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
Knowledge Graphs
Temporal & Dynamic