See the supplementary material for details on manufacturing process of device, AFM images of the patterned substrate, photoelectric characteristics of the ReS2 / Si heterojunction device under illuminations with 447 nm and 940 nm lasers of different optical powers and the response time of the intrinsic ReS2 device.