Author

Pornchanan Pholraksa

Northwestern University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:gene regulatory network inference· 2 Organism:human· 2 Assay:scRNA-seq· 2 Approach:Bayesian inference· 1 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Approach:diffusion model· 1

Frequent Co-Authors

Benjamin Kuznets-SpeckiD· 2 shared Ekta PrashnaniiD· 2 shared Jaekwon JungiD· 2 shared Leon SchwartziD· 2 shared Suriyanarayanan VaikuntanathaniD· 2 shared Yogesh GoyaliD· 2 shared Adrianne Zhong· 1 shared Akshit GoyaliD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 42 mutual co-author links

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2 shared papersBioinformatics

Benjamin Kuznets-SpeckORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintNov 26, 2025

Keeping SCORE enables interpretable uncertainty-aware classification from diffusion models for genomics

Benjamin Kuznets-Speck, Jaekwon Jung, Pornchanan Pholraksa…·Yogesh Goyal

Keeping SCORE transforms diffusion models into probabilistic classifiers for genomics, providing accurate predictions with uncertainty and interpretability across multiple tasks.

DOI 10.1101/2025.11.26.690838

𝕏 PostBluesky

Systems BiologybioRxivPreprintJun 27, 2025

Co-fluctuations of genes in single cells predict transcriptome-wide outcomes to perturbations

Benjamin Kuznets-Speck, Nitu Kumari, Irish Senthilkumar…·Yogesh Goyal

CIPHER uses gene co-fluctuations in unperturbed cells to predict transcriptome-wide responses to perturbations, outperforming existing methods and revealing key regulatory structures.

2 citations

𝕏 PostBluesky