Graph transformers: A survey

A Shehzad, F Xia, S Abid, C Peng, S Yu… - arXiv preprint arXiv …, 2024 - arxiv.org
Graph transformers are a recent advancement in machine learning, offering a new class of
neural network models for graph-structured data. The synergy between transformers and …

Continuum Attention for Neural Operators

E Calvello, NB Kovachki, ME Levine… - arXiv preprint arXiv …, 2024 - arxiv.org
Transformers, and the attention mechanism in particular, have become ubiquitous in
machine learning. Their success in modeling nonlocal, long-range correlations has led to …