Author

N. K. Fusi

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Bioengineering· 1

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Approach:graph neural network· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1 Approach:transformer / foundation model· 1

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A. X. Lu· 1 shared K. K. Yang· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioengineering

A. X. Lu

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1 paper

Recent·Most cited

Convolutions are competitive with transformers for protein sequence pretraining

K. K. Yang, N. K. Fusi, A. X. Lu

This study shows that convolutional neural networks can be as effective as transformers for protein sequence pretraining, offering better scalability and performance on long sequences.

bioRxiv · May 19, 2022Bioengineering