Author

Xianjun Deng

The Hong Kong University of Science and Technology (Guangzhou)

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

Bioengineering· 1 Synthetic Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Approach:large language model· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1

Frequent Co-Authors

Shiyang You· 2 shared Xiaoxiao Ma· 2 shared An‐Ping ZengiD· 1 shared Arthur K.L. LIN· 1 shared Chenchen HaniD· 1 shared Chentong WangiD· 1 shared Chunjun Zhan· 1 shared Fajie YuaniD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 33 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

2 shared papersBioengineering

Shiyang You

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Toward De Novo Protein Design from Natural Language

Fengyuan Dai, Shiyang You, Yudian Zhu, Yuan Gao, Lihao Fu, Xibin Zhou, Jin Su, Chentong Wang, Yuliang Fan, Qingsong Tan, Xiaoxiao Ma, Xianjun Deng, Letong Yu, Hui Qian, Yan He, , Fajie Yuan

This paper introduces Pinal, a foundation model that designs proteins from natural language descriptions, achieving functional alignment and experimental success in four design tasks.

Nature · Oct 21, 2026Peer-reviewedBioengineering

A coupled fluorescence assay for high-throughput screening of polyurethane-degrading enzymes

Liujun YANG, Xianjun DENG, Renju LIU, Jianyang Li, Junyao ZHAI, Xiaoxiao MA, Shiyang YOU, He Qinghao, Arthur K.L. LIN, Zongze Shao, LU Hongyuan

This paper introduces a high-throughput screening assay for polyurethane-degrading enzymes using a synthetic substrate and fluorescence detection to quantify enzymatic activity.

Journal of Hazardous Materials · Feb 1, 2026Peer-reviewedSynthetic Biology