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Dongwoo Kim — most-cited papers & profile · Graph Learning
← authors
·
overview
Dongwoo Kim
19
papers ·
78
citations ·
30
h-index
The University of Sydney · University of California, Los Angeles · University of Michigan · Michigan Medicine · MIT Lincoln Laboratory
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Most-cited papers
Position-Sensing Graph Neural Networks: Proactively Learning Nodes Relative Positions
2021 · 3 citations
Restructuring Graph for Higher Homophily via Adaptive Spectral Clustering
2022 · 2 citations
Taming Gradient Oversmoothing and Expansion in Graph Neural Networks
2024 · 1 citations
Influence Functions for Edge Edits in Non-Convex Graph Neural Networks
2025
Beyond Low-Pass Filters: Adaptive Feature Propagation on Graphs
2021
Generalization of Graph Neural Networks through the Lens of Homomorphism
2024
Local Vertex Colouring Graph Neural Networks
2024
Mitigating Oversmoothing Through Reverse Process of GNNs for Heterophilic Graphs
2024
Towards Bridging Generalization and Expressivity of Graph Neural Networks
2024
Top co-authors
Qing Wang
· 5
MoonJeong Park
· 3
Jungseul Ok
· 1
Pan Ji
· 1
Tom Gedeon
· 1
Yang Liu
· 1
Zhenyue Qin
· 1
Topics
Theory & Expressivity
GNN Architectures