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Andi Han — most-cited papers & profile · Graph Learning
← authors
·
overview
Andi Han
9
papers ·
18
citations ·
5
h-index
The University of Sydney · University of Cambridge · Bridge University · RIKEN Center for Advanced Intelligence Project · The Institute of Statistical Mathematics
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Most-cited papers
Unifying over-smoothing and over-squashing in graph neural networks: A physics informed approach and beyond
2023 · 4 citations
Design Your Own Universe: A Physics-Informed Agnostic Method for Enhancing Graph Neural Networks
2024 · 3 citations
Generalized energy and gradient flow via graph framelets
2022 · 2 citations
From Continuous Dynamics to Graph Neural Networks: Neural Diffusion and Beyond
2023 · 2 citations
Generalized Laplacian Regularized Framelet Graph Neural Networks
2022
When Graph Neural Networks Meet Dynamic Mode Decomposition
2024
Top co-authors
Junbin Gao
· 5
Dai Shi
· 3
Lequan Lin
· 3
Zhiqi Shao
· 3
Dai Shi
· 2
Zhiyong Wang
· 2
Andrey Vasnev and Junbin Gao
· 1
Dai Shi
· 1
Qibin Zhao
· 1
Yi Guo
· 1
Yi Guo
· 1
Yi Guo
· 1
Topics
Theory & Expressivity
GNN Architectures
Temporal & Dynamic