We study the normal bundles of the exceptional sets of certain higher dimensional isolated simple small singularities. If the exceptional sets are rational homogeneous spaces, then the properties of the singularities are related to the semi-simple Lie algebras. In particular, we prove numerical inequalities about normal bundles of such exceptional sets. This is a joint work with Xinyi Fang.