Author

Tianyu Shi

University of TorontoORCID 0000-0003-4271-0871Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:Bayesian inference· 1 Approach:machine learning (classical)· 1 Research Focus:protein design· 1 Assay:protein sequence· 1

Frequent Co-Authors

Boyue WangiD· 1 shared Jie FuiD· 1 shared Yanzheng Wang· 1 shared Yi ZhouiD· 1 shared Zhizhuo ZhangiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Boyue WangORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Sample-efficient Antibody Design through Protein Language Model for Risk-aware Batch Bayesian Optimization

Yanzheng Wang, Boyue Wang, Tianyu Shi, Jie Fu, Yi Zhou, Zhizhuo Zhang

This paper proposes a risk-aware antibody design framework using protein language models and Bayesian optimization, showing improved efficiency and sequence quality over existing methods.

bioRxiv · Nov 6, 2023 · PreprintBioinformatics