Learning Design-Score Manifold to Guide Diffusion Models for Offline Optimization

Tailin Zhou, Zhilin Chen, Wenlong Lyu +3

Optimizing complex systems, from discovering therapeutic drugs to designing high-performance materials, remains a fundamental challenge across science and engineering, as the under…