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Graph Inductive Biases in Transformers without Message Passing

Liheng Ma, Chen Lin 0003, Derek Lim, Adriana Romero-Soriano, Puneet K. Dokania, Mark Coates, Philip H. S. Torr, Ser-Nam Lim. Graph Inductive Biases in Transformers without Message Passing. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 23321-23337, PMLR, 2023. [doi]

Authors

Liheng Ma

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Chen Lin 0003

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Derek Lim

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Adriana Romero-Soriano

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Puneet K. Dokania

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Mark Coates

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Philip H. S. Torr

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Ser-Nam Lim

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