Soon thereafter, Macauley led the 11th during Union operations to take Vicksburg. In the first battle of the campaign, Macauley led his men in capturing a Rebel battery at Port Gibson. On 19 May 1863, the regiment was heavily engaged at Champion Hill, with Colonel Macauley among the 167 casualties suffered during the battle.