Author

Yihe Deng

University of California, Los AngelesORCID 0000-0002-2841-8674Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:contrastive learning· 1 Approach:deep learning· 1

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Jian MaiD· 1 shared Pan Xu· 1 shared Quanquan GuiD· 1 shared Ruochi ZhangiD· 1 shared

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2023-2023 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Jian MaORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 1, 2023

PhyGCN: Pre-trained Hypergraph Convolutional Neural Networks with Self-supervised Learning

Yihe Deng, Ruochi Zhang, Pan Xu…·Quanquan Gu

PhyGCN improves node representations in hypergraphs using self-supervised learning and variable hyperedge sizes, showing effectiveness on chromatin interactions and polypharmacy side-effects.

2 citations

deep learningcontrastive learning

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