The generation of graphene surface plasmons (SPs) by a frequency-difference nonlinear (NL) process caused the interaction two optical beams was experimentally demonstrated several years ago measuring differential reflectance probe beam. However, understanding these results requires much larger second-order conductivities than calculations performed so far can yield. In this work, we carefully c...