XA-Novo

algorithm · Transformer (AR)

XA-Novo: algorithm · Transformer (AR). NAR knowledge distillation

NAR knowledge distillation

Kind	algorithm
Deep learning	yes
Acquisition	DDA
Family	Transformer (AR)

Code

• https://github.com/biocc/SP-MEGD_Fusion

Live stars, open issues and last-push figures are on the Code activity chart.

Data

What the papers describing this method trained it on and reported its results on, as each paper states it. A version is named only where the paper names one.

Trained on

• MassIVE-KB (v1) · 2026 peer-reviewed

Evaluated on

• Nine-species benchmark (revised (balanced)) · 2026 peer-reviewed
• PXD060500 (as deposited) · 2026 peer-reviewed

Deposited

• PXD060500 (as deposited) · 2026 peer-reviewed

Papers describing it (2)

• XA-Novo: an accurate and high-throughput mass spectrometry-based de novo sequencing technology for monoclonal antibodies and antibody mixtures (2025, Research Square, preprint)
• XA-Novo: an accurate and high-throughput mass spectrometry-based de novo sequencing technology for monoclonal antibodies and antibody mixtures (2026, Nature Communications, peer-reviewed)

Authors (14)

Yueting Xiong, Wenbin Jiang, Jin Xiao, Qingfang Bu, Jingyi Wang, Zhenjian Jiang, Ling Luo, Xiaoqing Chen, Yijie Qiu, Yangtao Wu, Fan Liu, Rongshan Yu, Ning-Shao Xia, Quan Yuan

Seen in the charts

• The architectures
• Code activity
• Models and the authors behind them

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