11 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 1 cited
Improving Molecular Graph Generation with Flow Matching and Optimal Transport
Xiaoyang Hou, Tian Zhu, Milong Ren +4
Generating molecular graphs is crucial in drug design and discovery but remains challenging due to the complex interdependencies between nodes and edges. While diffusion models hav…
q-bio.BM2023★ 11 cited
Predicting mutational effects on protein-protein binding via a side-chain diffusion probabilistic model
Shiwei Liu, Tian Zhu, Milong Ren +3
Many crucial biological processes rely on networks of protein-protein interactions. Predicting the effect of amino acid mutations on protein-protein binding is vital in protein eng…