Author

Akashnathan Aranganathan

University of Maryland, College ParkORCID 0000-0001-7938-2141Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Assay:long-read sequencing· 1 Approach:statistical model· 1

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Da TengiD· 1 shared Gokulakannan Sakthivel· 1 shared Lukas HerroniD· 1 shared Pratyush TiwaryiD· 1 shared Yunrui QiuiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Da TengORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMay 12, 2026

Detecting and quantifying overparametrization in RNA language models with REDIAL

Da Teng, Yunrui Qiu, Gokulakannan Sakthivel…·Pratyush Tiwary

This paper introduces REDIAL, an unsupervised framework to detect overparametrization in RNA language models, revealing inefficiencies and design flaws in current models.

2 citations

long-read sequencingdeep learning

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