Author

Kenji Walker

Massachusetts Institute of TechnologyORCID 0009-0003-0178-0299Unclaimed 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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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Connor W. ColeyiD· 1 shared Kento AbeywardaneiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Connor W. ColeyORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 16, 2026

Interaction Profiles as a Universal Language for Generative Molecular Design with ShEPhERD-2

Kento Abeywardane, Kenji Walker, Connor W. Coley

This paper introduces ShEPhERD-2, a 3D generative model that creates drug-like molecules based on interaction profiles, demonstrating its versatility across multiple design tasks.

DOI 10.64898/2026.09.10.750648

deep learningexperimental assay

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