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20182025
most citedOptimization of Graph Neural Networks: Implicit Acceleration by Skip Connections and More Depth

16 citations · 18 across the 6 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

cs.CL2021

A Dataset and Baselines for Multilingual Reply Suggestion

Mozhi Zhang, Wei Wang, Budhaditya Deb +3

Reply suggestion models help users process emails and chats faster. Previous work only studies English reply suggestion. Instead, we present MRS, a multilingual reply suggestion da…

cs.LG2021★ 16 cited

Optimization of Graph Neural Networks: Implicit Acceleration by Skip Connections and More Depth

Keyulu Xu, Mozhi Zhang, Stefanie Jegelka +1

Graph Neural Networks (GNNs) have been studied through the lens of expressive power and generalization. However, their optimization properties are less well understood. We take the…