This talk will present our recent progress in multi-scale, high dimensional, nonlinear radiation transport simulations, we will discuss how to discretize the integrals in the frequency space into different groups, how to handle stiff coupling of radiation transport and the material temperature, and how to handle strong nonlinearity in the macroscopic diffusion limit equation.