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Ziting Zhang

2 accepted papers

2025

CPSea: Large-scale cyclic peptide-protein complex dataset for machine learning in cyclic peptide design

NeurIPS 2025poster

Cyclic peptides exhibit better binding affinity and proteolytic stability compared to their linear counterparts. However, the development of cyclic peptide design models is hindered by the scarcity of data. To address this, we introduce **CPSea**(**C**yclic **P**eptide **Sea**), a dataset of 2.71 mi…

Cited by 0SourcecodeScholar
2025

UniMoMo: Unified Generative Modeling of 3D Molecules for De Novo Binder Design

ICML 2025poster

The design of target-specific molecules such as small molecules, peptides, and antibodies is vital for biological research and drug discovery. Existing generative methods are restricted to single-domain molecules, failing to address versatile therapeutic needs or utilize cross-domain transferability…