manner verb + motion verb

The pattern [manner verb-て]+[motion verb] expressing 'go by X-ing.' The te-form verb provides the manner of motion, the main verb provides the direction. 歩いて行く (go on foot), 走って帰る (run home), 泳いで渡る (swim across).