Shaorong Chen
6 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
๐บ๏ธ
Taxonomy Completionist
(15)
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Keyword Champion
(6)
Venues
Top co-authors
Research topics
Keywords
peptide sequencing
(6)
mass spectrometry
(6)
deep learning
(4)
protein identification
(2)
database search
(1)
generative model
(1)
diffusion model
(1)
precision and recall
(1)
de novo peptide sequencing
(1)
retrieval system
(1)
neural network
(1)
post-translational modification
(1)
de novo sequencing
(1)
spectrum matching
(1)
mass control
(1)
de novo
(1)
missing peaks
(1)
representation learning
(1)
pseudo reference psms
(1)
neural network training
(1)
Papers
Regressor-guided Diffusion Model for De Novo Peptide Sequencing with Explicit Mass Control
AAAI 2026
A Comprehensive and Systematic Review for Deep Learning-Based De Novo Peptide Sequencing
IJCAI 2025
Bridging the Gap between Database Search and \emph{De Novo} Peptide Sequencing with SearchNovo
ICLR 2025
ReNovo: Retrieval-Based \emph{De Novo} Mass Spectrometry Peptide Sequencing
ICLR 2025
AdaNovo: Towards Robust \emph{De Novo} Peptide Sequencing in Proteomics against Data Biases
NeurIPS 2024
NovoBench: Benchmarking Deep Learning-based \emph{De Novo} Sequencing Methods in Proteomics
NeurIPS 2024