2026
Efficient Diffusion Models under Nonconvex Equality and Inequality constraints via Landing
ICML 2026spotlight
Generative modeling within constrained sets is essential for scientific and engineering applications involving physical, geometric, or safety requirements (e.g., molecular generation, robotics). We present a unified framework for constrained diffusion models on generic nonconvex feasible sets $\Sigm…