Embodiments of the present invention disclose a light guide plate assembly. The light guide plate assembly includes a light guide plate and an optical coupling member attached to the light guide plate. The optical coupling member includes a plate-like part and a plurality of prism parts formed on the plate-like part. Each of the plurality of prism parts has a planar top surface, the top surface engaging with a light exiting surface of the light guide plate, and each of the plurality of prism parts has a reflective side surface which is configured to reflect incident light towards a light exiting surface of the optical coupling member through total reflection. The present disclosure further discloses a display apparatus including the said light guide plate assembly.