most citedIs Heterophily A Real Nightmare For Graph Neural Networks To Do Node Classification?

44 citations · 44 across the 1 of their papers we have counts for

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cs.LG2021★ 44 cited

Is Heterophily A Real Nightmare For Graph Neural Networks To Do Node Classification?

Sitao Luan, Chenqing Hua, Qincheng Lu +5

Graph Neural Networks (GNNs) extend basic Neural Networks (NNs) by using the graph structures based on the relational inductive bias (homophily assumption). Though GNNs are believe…