Prime-DiffNovo: Accurate Peptide De Novo Sequencing via Non-autoregressive Generation and Diffusion Refinement
peer-reviewed · Lecture Notes in Computer Science (ISBRA 2026) · 2026
peer-reviewed · Lecture Notes in Computer Science (ISBRA 2026) · 2026. Xuan Yu et al.
| Date | 2026-07-15 |
| Type | peer-reviewed |
| Venue | Lecture Notes in Computer Science (ISBRA 2026) |
| Publisher | Springer |
| Contribution | algorithm |
| DOI | 10.1007/978-981-92-3719-7_16 |
| Citations (OpenAlex) | 0 |
Methods and tools
- Prime-DiffNovo: Non-autoregressive Transformer de novo peptide sequencer with a diffusion-based refinement step at inference time: the NAR pass drafts a full sequence in parallel, and the diffusion loop iteratively corrects residue predictions to sharpen accuracy.
Cites (13)
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- Sequence database searches via de novo peptide sequencing by tandem mass spectrometry (1997) crossref