Transverse electric (TE) waves in a waveguide have a longitudinal (axial) magnetic component. Transverse magnetic waves in a waveguide have an electric axial component. As far as I know, both types of waves can coexist in the same waveguide so you can have longitudinal E and M waves in a waveguide.