Author

Junheng Hao

University of California, Los AngelesORCID 0000-0001-5292-9389Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:protein structure· 1 Approach:statistical model· 1

Frequent Co-Authors

Chelsea J.‐T. JuiD· 2 shared Muhao CheniD· 2 shared Wei WangiD· 2 shared Carlo Zaniolo· 1 shared Jyun‐Yu JiangiD· 1 shared Yizhou SuniD· 1 shared

Activity by Year

2020-2021 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 13 mutual co-author links

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2 shared papersBioinformatics

Chelsea J.‐T. JuORCID

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2 papers

Recent·Most cited

BioinformaticsBioinformaticsPeer-reviewedApr 27, 2021

JEDI: Circular RNA Prediction based on Junction Encoders and Deep Interaction among Splice Sites

Jyun‐Yu Jiang, Chelsea J.‐T. Ju, Junheng Hao…·Wei Wang

JEDI predicts circular RNA from nucleotide sequences using attention mechanisms and cross-attention layers, outperforming existing methods and enabling backsplicing hotspot discovery.

23 citations

deep learning

𝕏 PostBluesky

BioinformaticsbioRxivPreprintJun 15, 2020

Bio-JOIE: Joint Representation Learning of Biological Knowledge Bases

Junheng Hao, Chelsea J.‐T. Ju, Muhao Chen…·Wei Wang

Bio-JOIE learns joint representations of biological knowledge to predict protein interactions and cluster enzymes, outperforming existing methods in PPI type prediction.

5 citations

humanprotein structure

𝕏 PostBluesky