DiffVolume: Diffusion Models for Volume Generation in Limit Order Books

Zhuohan Wang, Carmine Ventre

Modeling limit order books (LOBs) dynamics is a fundamental problem in market microstructure research. In particular, generating high-dimensional volume snapshots with strong tempo…