Author

Peizhou Huang

Lappeenranta-Lahti University of TechnologyORCID 0009-0004-5967-4410Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Approach:contrastive learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1 Organism:human· 1 Approach:large language model· 1 Assay:multiome· 1 Assay:proteomics· 1

Frequent Co-Authors

Kaiwen ZuoiD· 1 shared Shiyan Tang· 1 shared Yirui JiangiD· 1 shared Yuyan CheniD· 1 shared Zixuan ZhongiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Kaiwen ZuoORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJun 3, 2025

HEAL-KGGen: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Genetic Biomarker-Based Medical Diagnosis

Kaiwen Zuo, Zixuan Zhong, Peizhou Huang…·Yirui Jiang

HEAL-KGGen improves LLM performance in genetic diagnostics by integrating a knowledge graph with a multi-agent framework for multi-omics data interpretation.

13 citations

humanproteomics

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