I wonder if Camp John Hay in the Philippines, was named after him?
From google, not my brain.
John Hay Air Station was established on October 25, 1903 after President Theodore Roosevelt signed an executive order setting aside land in Benguet for a military reservation under the United States Army. The reservation was named after Roosevelt's Secretary of State, John Milton Hay.