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This paper is about an extension of previous works on the unified gas kinetic scheme (UGKS) for the gray radiative transfer equations to the frequency dependent (multi-group) radiative transfer system.Different from the gray radiative transfer equations, where the optical opacity is only a function of the local material temperature, the simulation of frequency-dependent radiative transfer problems is associated with additional numerical difficulties from the frequency dependent multiscale transport process.