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Dongwoo Kim — most-cited papers & profile · Graph Learning
← authors
·
overview
Dongwoo Kim
12
papers ·
15
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
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
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
Jaeseung Heo
· 2
MoonJeong Park
· 2
Qing Wang
· 2
Shouheng Li
· 2
Shouheng Li
· 2
Floris Geerts
· 1
Jungseul Ok
· 1
Kyeongheung Yun
· 1
MoonJeong Park
· 1
Qing Wang
· 1
Qing Wang
· 1
Seokwon Yoon
· 1
Topics
Theory & Expressivity
GNN Architectures