Universal Diffusion Models for Implied Volatility Surfaces: Learning Shared Dynamics Across Stocks

Mingzhi Yang, Sheng Wang, Chao Zhang +1

Modeling the dynamics of option implied volatility surface (IVS) is crucial for pricing, hedging, and risk-managing option portfolios. We develop a universal conditional diffusion…