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2506.04653
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The Oversmoothing Fallacy: A Misguided Narrative in GNN Research
5 June 2025
M. Park
Sunghyun Choi
Jaeseung Heo
Eunhyeok Park
Dongwoo Kim
AI4CE
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Papers citing
"The Oversmoothing Fallacy: A Misguided Narrative in GNN Research"
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Title
Oversmoothing, Oversquashing, Heterophily, Long-Range, and more: Demystifying Common Beliefs in Graph Machine Learning
Adrian Arnaiz-Rodriguez
Federico Errica
AI4CE
87
1
0
21 May 2025
1