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Graphene is a material of great promise for optoelectronic devices such as photodetector,modulator,polarization controller due to its untrahigh electronmobility and broadband absorption.However,graphene monolayer can only absorb 2.3% light due to the atomic layer thickness,which is quite low com-pared to bulk materials like GaAs.