Zhi Jin
7 papers in the catalog · China
Zhi Jin: 7 papers in the catalog · China · Shanghai Artificial Intelligence Laboratory, Soochow University · Works on ContraNovo, CrossNovo, Living proteomics benchmark
Affiliations
Elsewhere
Papers
- A living proteomics benchmark for comprehensive evaluation of deep learning-based de novo peptide sequencing tools (2026, Nature Methods (Registered Report))
- Bidirectional Representations Augmented Autoregressive Biological Sequence Generation (2025, NeurIPS 2025)
- Distilling Non-Autoregressive Model Knowledge for Autoregressive De Novo Peptide Sequencing (2025, ICLR 2025)
- π-PrimeNovo: an accurate and efficient non-autoregressive deep learning model for de novo peptide sequencing (2025, Nature Communications)
- RankNovo: A Universal Reranking Approach for Robust De Novo Peptide Sequencing (2024, ICLR 2025)
- π-PrimeNovo: an accurate and efficient non-autoregressive deep learning model for de novo peptide sequencing (2024, bioRxiv)
- ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing (2024, AAAI 2024)
Methods and tools
ContraNovo, CrossNovo, Living proteomics benchmark, RankNovo, π-PrimeNovo