Sizhe Liu

5 papers in the catalog · USA, Los Angeles, China

Sizhe Liu: 5 papers in the catalog · USA, Los Angeles, China · University of Southern California, Westlake University · Works on AdaNovo, NovoBench, SearchNovo

Affiliations

• University of Southern California
• Westlake University · School of Engineering

Elsewhere

ORCID 0009-0004-7190-5832 · OpenAlex

Papers

• Bridging the Gap between Database Search and De Novo Peptide Sequencing with SearchNovo (2025, ICLR 2025)
• NovoBench: Benchmarking Deep Learning-based De Novo Sequencing Methods in Proteomics (2024, NeurIPS 2024)
• Bridging the Gap between Database Search and De Novo Peptide Sequencing with SearchNovo (2024, bioRxiv)
• NovoBench: Benchmarking Deep Learning-based De Novo Peptide Sequencing Methods in Proteomics (2024, arXiv)
• AdaNovo: Adaptive De Novo Peptide Sequencing with Conditional Mutual Information (2024, arXiv)

Methods and tools

AdaNovo, NovoBench, SearchNovo

Co-authors (10)

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.

• Jingbo Zhou strength 0.70, 5 shared
• Jun Xia strength 0.70, 5 shared
• Shaorong Chen strength 0.70, 5 shared
• Stan Z. Li strength 0.70, 5 shared
• Yue Liu strength 0.54, 4 shared
• Tianze Ling strength 0.42, 3 shared
• Wenjie Du strength 0.42, 3 shared
• Hongxin Xiang strength 0.29, 2 shared
• Zicheng Liu strength 0.29, 2 shared
• Jianwei Yin strength 0.25, 2 shared

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