conditional generative models 1gene expression conditioning 1molecular generation 1precision drug design 1transfer learning 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.LG2026
Gene Expression-Informed Jointly Controlled Generative Modeling for Precision Molecular Design
Hang Yuan, Chen Li, Wenjun Ma +2
The paper introduces JoPMol, a generative model that simultaneously conditions molecule generation on gene expression profiles and desired chemical properties to enable precision d…
cs.CL2025
TextOmics-Guided Diffusion for Hit-like Molecular Generation
Hang Yuan, Chen Li, Wenjun Ma +1
Hit-like molecular generation with therapeutic potential is essential for target-specific drug discovery. However, the field lacks heterogeneous data and unified frameworks for int…
cs.AI2025
A Simplifying and Learnable Graph Convolutional Attention Network for Unsupervised Knowledge Graphs Alignment
Weishan Cai, Wenjun Ma, Yuncheng Jiang
The success of current Entity Alignment (EA) task depends largely on the supervision information provided by labeled data. Considering the cost of labeled data, most supervised met…