A floating connector includes a body part, an attachment plate, a first adjustment part and a second adjustment part. The body part has an upper plate, a lower plate, and a sleeve disposed between the upper plate and the lower plate. The attachment plate has a connection hole therein and is jacketed outside the sleeve through the connection hole, and the first adjustment part is integrally connected to an inner wall of the connection hole of the attachment plate. The first adjustment part is capable of providing horizontal movement of the attachment plate relative to the body part. The second adjustment part is capable of providing vertical movement of the attachment plate relative to the body part.