Author

Lia Varghese

University of GuelphORCID 0009-0009-8740-8490Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

Kapil DevkotaiD· 1 shared Lenore CoweniD· 1 shared Mert ErdeniD· 1 shared Rohit SinghiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Kapil DevkotaORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJan 8, 2025

Learning a CoNCISE language for small-molecule binding

Mert Erden, Kapil Devkota, Lia Varghese…·Rohit Singh

This paper introduces CoNCISE, a method that accelerates drug-target interaction prediction by compressing small molecule data into 15 bits per compound, achieving high accuracy and enabling rapid screening of large chemical libraries.

3 citations

deep learningdrug response / drug discovery

𝕏 PostBluesky