Based on graphene saturable absorber, the microstructure fiber laser is proposed which can generate dual-wavelength self-similar pulse. The evolution of dual-wavelength self-similar pulse are simulated and analyzed by the coupled Ginzburg-Landau equations. The dual-wavelength self-similar pulse dynamic mechanism of microstructure fiber 1aser is studied, which is important and valuable for the development of future WDM systems.