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Dongsheng Li — most-cited papers & profile · Graph Learning
← authors
·
overview
Dongsheng Li
58
papers ·
390
citations ·
13
h-index
National University of Defense Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Finding Global Homophily in Graph Neural Networks When Meeting Heterophily
2022 · 38 citations
Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning
2021 · 30 citations
AdaMedGraph: Adaboosting Graph Neural Networks for Personalized Medicine
2023 · 2 citations
Graph2Region: Efficient Graph Similarity Learning with Structure and Scale Restoration
2025
Hierarchy-Aware Neural Subgraph Matching with Enhanced Similarity Measure
2025
Top co-authors
Ning Liu
· 3
Caihua Shan
· 2
Yixin Chen
· 2
Renyu Zhu
· 1
Siqiang Luo
· 1
Weining Qian
· 1
Xiang Li
· 1
Xufang Luo
· 1
Yao Cheng
· 1
Yiming Zhang
· 1
Zhiquan Lai
· 1
Topics
GNN Architectures
Theory & Expressivity
Molecular & Drug