The invention relates to a glue refuse low-temperature reduction treatment system. The glue refuse low-temperature reduction treatment system comprises a buffer stock bin, a film dryer and a bag-typedust collector; an air cannon is arranged on the upper portion of the bin wall of the buffer stock bin; a set of hammers are symmetrically arranged on the lower portion of the bin wall of the buffer stock bin; the bottom of the buffer stock bin is connected with a suction chamber of a screw pump through a double-shaft spiral conveyor; an exhaust port of the screw pump is connected with a feed inlet of the film dryer; one side of the film dryer is provided with a rotary connector connected with a hot medium inlet, the other side of the film dryer is provided with a hot medium outlet, the top ofthe film dryer is provided with an air inlet and an air outlet, and the bottom of the film dryer is provided with a discharge outlet and a condensed water pipeline; the air outlet is connected with the bag-type dust collector, the top of the bag-type dust collector is provided with a compressed air inlet, the bottom of the bag-type dust collector is provided with a rotary unloading valve, and oneside of the bag-type dust collector is connected with a discharge system through an induced draft fan; and an airtight belt conveyor is arranged below the discharge outlet. Meanwhile, the invention discloses a using method of the glue refuse low-temperature reduction treatment system. By means of the glue refuse low-temperature reduction treatment and the using method thereof, the purposes of saving energy, reducing emission, lowering the treatment cost and reducing environmental impact can be achieved.