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Poster
Wed 7:30 ContraNorm: A Contrastive Learning Perspective on Oversmoothing and Beyond
Xiaojun Guo · Yifei Wang · Tianqi Du · Yisen Wang
Poster
FoSR: First-order spectral rewiring for addressing oversquashing in GNNs
Kedar Karhadkar · Pradeep Banerjee · Guido Montufar
Poster
Wed 2:30 A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks
Xinyi Wu · Zhengdao Chen · William Wang · Ali Jadbabaie
Poster
Mon 7:30 Gradient Gating for Deep Multi-Rate Learning on Graphs
T. Konstantin Rusch · Benjamin Chamberlain · Michael W Mahoney · Michael Bronstein · Siddhartha Mishra