| Year | Date | Seed | Opponent | Opp Seed | Score | OT | W | L | Round | Box Score |
|---|---|---|---|---|---|---|---|---|---|---|
| 1956 | Monday, March 12 | Morehead State | L 92 - 107 | 0 | 1 | Round of 32 | Box Score | |||
| 1972 | Saturday, March 11 | Louisiana | L 101 - 112 | 0 | 2 | Round of 32 | Box Score | |||
| 1984 | Friday, March 16 | 10 | Villanova | 7 | L 72 - 84 | 0 | 3 | Round of 64 | Box Score | |
| 1985 | Friday, March 15 | 15 | Virginia Commonwealth | 2 | L 65 - 81 | 0 | 4 | Round of 64 | Box Score | |
| 1987 | Thursday, March 12 | 13 | Texas Christian | 4 | L 60 - 76 | 0 | 5 | Round of 64 | Box Score | |
| 2018 | Friday, March 16 | 13 | Wichita State | 4 | W 81 - 75 | 1 | 5 | Round of 64 | Box Score | |
| Sunday, March 18 | 13 | West Virginia | 5 | L 71 - 94 | 1 | 6 | Round of 32 | Box Score |