Author

Hantian Ding

University of Illinois Urbana-Champaign

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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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Huimin ZhaoiD· 1 shared Jian PengiD· 1 shared Lam Tung Vo· 1 shared Wesley Wei QianiD· 1 shared Yang LiuiD· 1 shared Yufeng SuiD· 1 shared Yunan LuoiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Huimin ZhaoORCID

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1 paper

Recent·Most cited

Evolutionary context-integrated deep sequence modeling for protein engineering

Yunan Luo, Lam Tung Vo, Hantian Ding, Yufeng Su, Yang Liu, Wesley Wei Qian, Huimin Zhao, Jian Peng

This paper introduces ECNet, a deep learning model that uses evolutionary context to predict protein variant fitness, outperforming existing methods on multiple datasets.

Lecture notes in computer science · Jan 1, 2020Peer-reviewedBioinformatics