Graphene has recently been shown to possess giant nonlinearity, however, the utility of this nonlinearity is limited due to high losses and small interaction volume. We show that by performing waveguide engineering to graphene's nonlinearity, we are able to dramatically increase the nonlinear parameter and decrease the switching optical power to sub-watt levels. Our design makes use of the hybrid plasmonic waveguide and careful manipulation of graphene's refractive index by tuning its Fermi level. The ability to tailor the nonlinear parameter in graphene based waveguides via the Fermi level provides a paradigm of nonlinear optics devices to be realized.Graphene is a single sheet of carbon atoms with a honey-comb lattice structure, a naturally-occurring 2D material which has risen to popularity in many areas of research and technology [1]. In the field of photonics, graphene has enjoyed widespread research attention in various optical devices like photodetectors [2,3], modulators and switches [4][5][6], optical logic gates [7], and lasers [8,9]. Some of the strengths of graphene manifest in its unique optical properties, the most common include its large tunable refractive index, high confinement factor, and a universal absorption of 0.3% [10].Of graphene's many unique optical properties, one of them is the giant nonlinearity which has been measured by several groups [11][12][13]. However, there are limitations to the utility of graphene's nonlinearity due to graphene's high losses and small interaction volume, as was pointed out by Khurgin in a recent letter [14]. In his analysis, using a normal-incidence configuration, graphene's nonlinear index n2 could reach as high as 10 -8 m 2 /W, but over 1000 layers are required to perform a π-phase shift; otherwise, a dielectric waveguide configuration could be used but with a drastically lowered effective n2 of 10 -17 m 2 /W. While Khurgin's analysis is valid to a certain extent, there is an omission to analyze graphene's nonlinear performance when incorporated into more sophisticated waveguide structures. In this Letter, we attempt a more rigorous theoretical analysis of several dielectric and plasmonic-based waveguide structure that could enhance the performance of graphene's nonlinear performance. We will base our analysis on the telecommunications wavelength of 1550nm, and consider only waveguide structures that are practical to fabricate. Further, the ability to tune graphene's Fermi level either through chemical doping or electric gating has led to new approaches for achieving broadband optical modulators [15,16]and polarizers [17,18]. This unique characteristic also has the potential to be applied to nonlinear optics applications. We show in this letter that waveguide structures integrated with graphene have nonlinear parameters which depend strongly on graphene's Fermi level. This ability to tune the nonlinear properties of a graphene based waveguide via electric gating or chemical doping could enable a paradigm of nonlinear optics applications to be r...