Author

Lishan Lin

Northwestern Polytechnical 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

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Dazhi LuiD· 1 shared Dongna Xie· 1 shared Jiajie PengiD· 1 shared Jiaming LiuiD· 1 shared Jun WangiD· 1 shared Shaoqing JiaoiD· 1 shared Shuyuan XiaoiD· 1 shared Tao Cui· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 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

Dazhi LuORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

A Multi-Property Optimizing Generative Adversarial Network for de novo Antimicrobial Peptide Design

Jiaming Liu, Tao Cui, Tao Wang, Lishan Lin, Xi Zeng, Dazhi Lu, Shaoqing Jiao, Jun Wang, Xiaoyan Li, Shuyuan Xiao, Dongna Xie, Xuecheng Wang, Yongtian Wang, Xuequn Shang, Yinbo Niu, , Jiajie Peng

This paper introduces MPOGAN, a generative adversarial network for designing antimicrobial peptides with multiple desired properties, showing improved performance in antimicrobial activity and reduced cytotoxicity.

Advanced Science · Aug 11, 2025Peer-reviewedBioinformatics