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Author

Yan Yang

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Jul 2026

DF-S4: Disentangled FiLM-Conditioned Molecular Generation Using the S4 Architecture.

DF-S4, a conditional molecular generation framework based on Structured State Space Models (S4), which addresses this limitation through a disentangled latent representation and hierarchical feature-wise linear modulation (FiLM) through a disentangled latent representation and hierarchical feature-wise linear modulation.

Yuecheng Peng, Yongquan Jiang, Baoxue Quan et al. · 0 citations
Open access Jul 2026

PFM: perturbed flow matching for structure-based drug design

A novel method named Perturbed Flow Matching (PFM), which significantly reduces sampling steps by leveraging a Flow Matching framework and introduces a unique perturbed conditional probability path design that incorporates pocket binding site information and atom type-coordinate coupled information to enhance molecular generation performance.

Yankai Yu, Guikun Xu, Zhuyang Xie et al. · 0 citations