Large nonlinear refraction indices, ultrafast response of nonlinearities, moderate to low two-photon absorption and unique photoinducing properties make chalcogenide glasses attractive candidates for all-optical signal processing. We review the basic properties of these materials, outline the progress of chalcogenide glass waveguide, introduce its nonlinear application and discuss its prospect.