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Dongsheng Luo — most-cited papers & profile · Graph Learning
← authors
·
overview
Dongsheng Luo
15
papers ·
237
citations ·
17
h-index
Nanchang University · Florida International University · First Affiliated Hospital of Jiangxi Medical College · Second Affiliated Hospital of Nanchang University · Taiyuan Heavy Industry (China)
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Most-cited papers
Parameterized Explainer for Graph Neural Network
2020 · 212 citations
Learning to Drop: Robust Graph Neural Network via Topological Denoising
2020 · 15 citations
DyExplainer: Explainable Dynamic Graph Neural Networks
2023 · 4 citations
Self-Explainable Graph Neural Networks for Link Prediction
2023 · 3 citations
Shape-aware Graph Spectral Learning
2023 · 1 citations
From Binary to Continuous: Stochastic Re-Weighting for Robust Graph Explanation
2025
Is Your Explanation Reliable: Confidence-Aware Explanation on Graph Neural Networks
2025
Towards Faithful and Consistent Explanations for Graph Neural Networks
2022
Factorized Explainer for Graph Neural Networks
2023
Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks
2024
Spectral GNN via Two-dimensional (2-D) Graph Convolution
2024
Top co-authors
Xiang Zhang
· 5
Haifeng Chen
· 3
Jingchao Ni
· 3
Suhang Wang
· 3
Wei Cheng
· 3
Hua Wei
· 2
Jiaxing Zhang
· 2
Junjie Xu
· 2
Wenchao Yu
· 2
Zhuomin Chen
· 2
Dongkuan Xu
· 1
Enyan Dai
· 1
Topics
GNN Architectures
Theory & Expressivity
Knowledge Graphs
Temporal & Dynamic
Self-Supervised & Contrastive