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| Year | Seed | Record | Finishing Round | Coach |
| 1970 | - | 1 - 2 | Sweet Sixteen (2nd rd) | Jerry Tarkanian |
| 1971 | - | 2 - 1 | Elite Eight (3rd rd) | Jerry Tarkanian |
| 1972 | - | 2 - 1 | Elite Eight (3rd rd) | Jerry Tarkanian |
| 1973 | - | 2 - 1 | Sweet Sixteen (2nd rd) | Jerry Tarkanian |
| 1977 | - | 0 - 1 | Round of 32 (1st rd) | Dwight Jones |
| 1993 | 11 | 0 - 1 | Round of 64 (1st rd) | Seth Greenberg |
| 1995 | 13 | 0 - 1 | Round of 64 (1st rd) | Seth Greenberg |
| 2007 | 12 | 0 - 1 | Round of 64 (1st rd) | Larry Reynolds |
