Tiannan Guo

6 papers in the catalog · China

Tiannan Guo: 6 papers in the catalog · China · Westlake Institute for Advanced Study, Westlake University · Works on AI proteomics perspective, BiATNovo, Living proteomics benchmark

Affiliations

Westlake Institute for Advanced Study · Institute of Basic Medical Sciences
Westlake University · Affiliated Hangzhou First People’s Hospital, School of Medicine
Westlake University · Research Center for Industries of the Future, School of Life Sciences
Westlake University · School of Medicine
Westlake University · Westlake Center for Intelligent Proteomics, Westlake Laboratory of Life Sciences and Biomedicine
Westlake University · Zhejiang Provincial Laboratory of Life Sciences and Biomedicine, School of Life Sciences

Elsewhere

ORCID 0000-0003-3869-7651

Papers

AI proteomics: from protein identification to virtual cells (2026, Nature Methods)
A living proteomics benchmark for comprehensive evaluation of deep learning-based de novo peptide sequencing tools (2026, Nature Methods (Registered Report))
Accurate de novo sequencing of the modified proteome with OmniNovo (2025, arXiv)
MassNet: billion-scale AI-friendly mass spectral corpus enables robust de novo peptide sequencing (2025, bioRxiv)
BiATNovo: An Attention-based Bidirectional De Novo Sequencing Framework for Data-Independent-Acquisition Mass Spectrometry (2024, bioRxiv)
BiATNovo: A Self-Attention based Bidirectional Peptide Sequencing Method (2023, bioRxiv)

Methods and tools

AI proteomics perspective, BiATNovo, Living proteomics benchmark, OmniNovo, XuanjiNovo

Co-authors (130)

Ranked by Newman fractional collaboration strength, so a pair on a two-author paper counts for more than a pair on a 50-author consortium paper.

Zhongzhi Luan strength 0.40, 4 shared
Qunying Wang strength 0.36, 2 shared
Siyu Wu strength 0.36, 2 shared
Zhenxin Fu strength 0.25, 1 shared
Siqi Sun strength 0.19, 4 shared
Xiang Zhang (Shanghai AI Lab) strength 0.17, 3 shared
Jiaqi Wei strength 0.15, 2 shared
Zhiqiang Gao strength 0.15, 2 shared
Shu Yang strength 0.13, 2 shared
Binyang Li strength 0.11, 1 shared
Fangzheng Li strength 0.11, 1 shared
Jiaxing Qi strength 0.11, 1 shared
Xiaohui Liang strength 0.11, 1 shared
Yuxiaomei Liu strength 0.11, 1 shared
Jun A strength 0.10, 2 shared
Yamin Deng strength 0.10, 2 shared
Yi Chen strength 0.10, 2 shared
Nanqing Dong strength 0.08, 1 shared
Pu Liu strength 0.08, 1 shared
Te Zhang strength 0.08, 1 shared
Xiaofan Zhang strength 0.08, 1 shared
Zongxiang Nie strength 0.08, 1 shared
Liujia Qian strength 0.08, 2 shared
Bowen Zhou strength 0.07, 1 shared
Chenyu You strength 0.07, 1 shared
Lei Bai strength 0.07, 1 shared
Ning Ding strength 0.07, 1 shared
Shang Qu strength 0.07, 1 shared
Sheng Xu strength 0.07, 1 shared
Xinjie Mao strength 0.07, 1 shared
Yuejin Yang strength 0.07, 1 shared
Yuhan Chen strength 0.07, 1 shared
Zijie Qiu strength 0.07, 1 shared
Cheng Chang strength 0.04, 2 shared
Haixu Tang strength 0.04, 2 shared
Ming Li strength 0.04, 2 shared
Wout Bittremieux strength 0.04, 2 shared
Yingying Sun strength 0.04, 2 shared
Yu Wang strength 0.04, 2 shared
Alfred Nilsson strength 0.02, 1 shared

Seen in the charts

Back to the full map