Author

Xiangpeng Meng

Shenzhen Technology 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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Assay:protein sequence· 2 Approach:deep learning· 1 Research Focus:differential expression· 1 Approach:graph neural network· 1 Research Focus:protein structure prediction· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Bingding HuangiD· 2 shared Rui LiiD· 2 shared Shangru LiiD· 2 shared Xin WangiD· 2 shared

Activity by Year

2023-2023 · peak 2/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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2 shared papersBioinformatics

Bingding HuangORCID

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2 papers

Recent·Most cited

NanoBERTa-ASP: Predicting Nanobody Binding Epitopes Based on a Pretrained RoBERTa Model

Shangru Li, Xiangpeng Meng, Rui Li, Bingding Huang, Xin Wang

NanoBERTa-ASP predicts nanobody-antigen binding sites using a BERT-based model trained specifically on nanobody sequences, achieving high precision and AUC.

bioRxiv · Sep 29, 2023 · PreprintBioinformatics

Nanotope: A Graph Neural Network-Based Model for Nanobody paratope prediction

Xiangpeng Meng, Shangru Li, Rui Li, Bingding Huang, Xin Wang

Nanotope predicts nanobody paratopes using graph neural networks and sequence/structural features, achieving higher accuracy than traditional methods without requiring antigen data.

bioRxiv · Sep 27, 2023 · PreprintBioinformatics