The world number three carded a four-under 68 in the final round to secure a tied-fourth finish. He was joined by Americans JB Holmes, Gary Woodland, and Matt Kuchar in that group.
McIlroy completed 18 holes before a stoppage in play.
Meanwhile, William McGirt claimed his first win at the memorial, in a career that spans over a decade.
