2026
LeakGFN: Robust Molecular Generation in Generative Flow Networks via Flow Decomposition
ICML 2026poster
Generative Flow Networks (GFlowNets) have emerged as a powerful framework for molecular generation, sampling diverse candidates proportionally to a reward function. However, the vast chemical space necessitates truncating trajectory length, forcing models to treat incomplete molecular fragments as t…