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Yujun Yan — most-cited papers & profile · Graph Learning
← authors
·
overview
Yujun Yan
12
papers ·
213
citations ·
22
h-index
Dartmouth College
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs
2020 · 171 citations
Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks
2021 · 25 citations
Enhancing Size Generalization in Graph Neural Networks through Disentangled Representation Learning
2024 · 1 citations
GraphScale: A Framework to Enable Machine Learning over Billion-node Graphs
2024
Exploring Consistency in Graph Representations:from Graph Kernels to Graph Neural Networks
2024
Top co-authors
Danai Koutra
· 2
Dawei Zhou
· 1
Jianjun Chen
· 1
Kevin Swersky
· 1
Leman Akoglu
· 1
Lingxiao Zhao
· 1
Milad Hashemi
· 1
Vipul Gupta
· 1
Xin Chen
· 1
Xuyuan Liu
· 1
Yaoqing Yang
· 1
Zheng Huang
· 1
Topics
GNN Architectures
Theory & Expressivity
Knowledge Graphs