In 1918, Wesley was assigned to 372nd infantry regiment in France and trained with French officers. Later he transferred to the 370th Infantry Regiment and fought in the battle of Oise-Aisne the same year. He commanded the company when the captain became wounded. He was released in 1919 after returning from the 93rd Infantry Division