DescriptionWe import the problems and techniques developed for the local volatility model in equity derivatives to multi-name credit modeling, propose and solve analogous problems. In particular, we analyze the properties of the local intensity of the aggregate loss process and explore the stochastic evolution of the local intensity surface under the "top-down" credit modeling framework. The analogy of Dupire's formula, Gyongy's theorem, backward and forward equations are showed and parametric factor models for the dynamics of the local intensity surface will be discussed.