Author

Ian Xi Yang

University of Edinburgh

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

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Álvaro Serrano‐MorrásiD· 1 shared Antonia S. J. S. MeyiD· 1 shared Aryo Pradipta GemaiD· 1 shared Benjamin S. Suutari· 1 shared Jordi Juárez‐JiméneziD· 1 shared Rohan GorantlaiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Álvaro Serrano‐MorrásORCID

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1 paper

Recent·Most cited

Learning Binding Affinities via Fine-tuning of Protein and Ligand Language Models

Rohan Gorantla, Aryo Pradipta Gema, Ian Xi Yang, Álvaro Serrano‐Morrás, Benjamin S. Suutari, Jordi Juárez‐Jiménez, Antonia S. J. S. Mey

This paper introduces BALM, a deep learning framework for predicting protein-ligand binding affinity using pre-trained language models, showing better performance than traditional methods in few-shot scenarios.

Journal of Chemical Information and Modeling · Oct 31, 2025Peer-reviewedBioinformatics