For quasilinear elliptic problems including the modified nonlinear Schrodinger type equations,which lack both smoothness and compactness in the variational formulations, we develop a regularization approach for the existence and multiplicity theory. This approach enables us to overcome difficulties of both smoothness and compactness issues involved. By establishing convergence results we obtain existence and multiplicity results for the quasilinear equations.