The Element-Free Galerkin Method is applied to the numerical analysis for two-dimensional viscous fluid flows of high Reynolds numbers. An elliptic domain of influence is used for a node disposition of high aspect ratio. The driven cavity flow problems are solved up to the Reynolds number of 10,000. Steady solutions are obtained, which agree well with Ghia's.