10 citations · 12 across the 5 of their papers we have counts for
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cs.LG2023
Recurrent Distance Filtering for Graph Representation Learning
Yuhui Ding, Antonio Orvieto, Bobby He +1
Graph neural networks based on iterative one-hop message passing have been shown to struggle in harnessing the information from distant nodes effectively. Conversely, graph transfo…
cs.LG2023★ 10 cited
Simplifying Transformer Blocks
Bobby He, Thomas Hofmann
A simple design recipe for deep Transformers is to compose identical building blocks. But standard transformer blocks are far from simple, interweaving attention and MLP sub-blocks…