A Generalization of ViT/MLP-Mixer to Graphs

Xiaoxin He; Bryan Hooi; Thomas Laurent; Adam Perold; Yann LeCun; Xavier Bresson

doi:10.48550/arXiv.2212.13350

A Generalization of ViT/MLP-Mixer to Graphs

Xiaoxin He
, Bryan Hooi
, Thomas Laurent
, Adam Perold
, Yann LeCun
, Xavier Bresson

National University of Singapore
Toyon Associates, Inc.
NYU, Manhattan Community College and Marymount Manhattan College
Meta AI

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Pages (from-to)	12724-12745
Number of pages	22
Journal	Proceedings of Machine Learning Research
Volume	202
DOIs	https://doi.org/10.48550/arXiv.2212.13350
State	Published - 2023
Event	40th International Conference on Machine Learning, ICML 2023 - Honolulu, United States Duration: Jul 23 2023 → Jul 29 2023

ASJC Scopus Subject Areas

Artificial Intelligence
Software
Control and Systems Engineering
Statistics and Probability

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10.48550/arXiv.2212.13350

Cite this

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title = "A Generalization of ViT/MLP-Mixer to Graphs",

author = "Xiaoxin He and Bryan Hooi and Thomas Laurent and Adam Perold and Yann LeCun and Xavier Bresson",

note = "Publisher Copyright: {\textcopyright} 2023 Proceedings of Machine Learning Research. All rights reserved.; 40th International Conference on Machine Learning, ICML 2023 ; Conference date: 23-07-2023 Through 29-07-2023",

year = "2023",

doi = "10.48550/arXiv.2212.13350",

language = "English",

volume = "202",

pages = "12724--12745",

journal = "Proceedings of Machine Learning Research",

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T1 - A Generalization of ViT/MLP-Mixer to Graphs

AU - He, Xiaoxin

AU - Hooi, Bryan

AU - Laurent, Thomas

AU - Perold, Adam

AU - LeCun, Yann

AU - Bresson, Xavier

PY - 2023

Y1 - 2023

UR - https://www.scopus.com/pages/publications/85172669958

UR - https://www.scopus.com/pages/publications/85172669958#tab=citedBy

U2 - 10.48550/arXiv.2212.13350

DO - 10.48550/arXiv.2212.13350

M3 - Conference article

AN - SCOPUS:85172669958

SN - 2640-3498

VL - 202

SP - 12724

EP - 12745

JO - Proceedings of Machine Learning Research

JF - Proceedings of Machine Learning Research

T2 - 40th International Conference on Machine Learning, ICML 2023

Y2 - 23 July 2023 through 29 July 2023

ER -

A Generalization of ViT/MLP-Mixer to Graphs

ASJC Scopus Subject Areas

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