Author

Srbuhi Mirzoyan

Peking 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· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Hanwen XuiD· 2 shared Ming ZhangiD· 2 shared Sheng WangiD· 2 shared Bin FengiD· 1 shared Haomiao Zhang· 1 shared Jiaran Hao· 1 shared Junwei YangiD· 1 shared Luchen LiuiD· 1 shared

Activity by Year

2023-2023 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 33 mutual co-author links

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2 shared papersBioinformatics

Hanwen XuORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintNov 6, 2023

Poisoning scientific knowledge using large language models

Junwei Yang, Hanwen Xu, Srbuhi Mirzoyan…·Sheng Wang

This paper demonstrates how large language models can generate malicious abstracts to poison scientific knowledge graphs and manipulate downstream biological applications.

15 citations

deep learningstatistical model

𝕏 PostBluesky

BioinformaticsbioRxivPreprintOct 30, 2023

A foundation model for bioactivity prediction using pairwise meta-learning

Bin Feng, Zequn Liu, Nanlan Huang…·Sheng Wang

ActFound is a foundation model for bioactivity prediction trained on 2.3 million compounds and 50,869 assays, showing strong generalization and performance comparable to FEP+(OPLS4).

2 citations

machine learning (classical)drug response / drug discovery

𝕏 PostBluesky