Purdue drew Kansas State in the EA Sports Maui Invitational, for which the bracket was revealed Wednesday.
The Boilermakers are 2-6 all-time against the Wildcats and haven't played them since 1988. Kansas State was 20-13 last year and has three starters back, including Marcus Foster.
The game will take place at 2:30 p.m. Nov. 24 at the Lahaina Civic Center in Lahaina, Hawaii. Purdue's second matchup of the tournament will be against either Missouri or Arizona.
Kansas State is coached by Bruce Weber, an assistant at Purdue under Gene Keady from 1981 to 1998.