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Jiqing Zheng

2 accepted papers

2026

Cross-Chirality Generalization by Axial Vectors for Hetero-Chiral Protein-Peptide Interaction Design

ICML 2026poster

D-peptide binders targeting L-proteins have promising therapeutic potential. Despite rapid advances in machine learning-based target-conditioned peptide design, generating D-peptide binders remains largely unexplored. In this work, we show that by injecting axial features to E(3)-equivariant (polar)…

Cited by 0SourceScholar
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