most citedPosition-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing

40 citations · 40 across the 1 of their papers we have counts for

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1 paper

cs.LG2022★ 40 cited

Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing

Qingyun Sun, Jianxin Li, Haonan Yuan +5

Topology-imbalance is a graph-specific imbalance problem caused by the uneven topology positions of labeled nodes, which significantly damages the performance of GNNs. What topolog…