| Year | Date | Seed | Opponent | Opp Seed | Score | OT | W | L | Round | Box Score |
|---|---|---|---|---|---|---|---|---|---|---|
| 1951 | Thursday, March 22 | Oklahoma State | L 46 - 50 | 0 | 1 | Sweet Sixteen | Box Score | |||
| 1986 | Friday, March 14 | 16 | St. John's | 1 | L 74 - 83 | 0 | 2 | Round of 64 | Box Score | |
| 1996 | Thursday, March 14 | 13 | Syracuse | 4 | L 55 - 88 | 0 | 3 | Round of 64 | Box Score | |
| 2022 | Friday, March 18 | 14 | Texas Tech | 3 | L 62 - 97 | 0 | 4 | Round of 64 | Box Score | |
| 2023 | Friday, March 17 | 14 | Kansas State | 3 | L 65 - 77 | 0 | 5 | Round of 64 | Box Score | |
| 2024 | Wednesday, March 20 | 16 | Grambling State | 16 | L 81 - 88 | 1 | 0 | 6 | Opening Round | Box Score |