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| databaseSports.com: Basketball | NCAA Basketball | Football | NCAA Football | Baseball | Hockey | Golf | Racing | Olympics | Poker | ||
| also: | Atlantic Coast Atlantic Ten Independent Metro |
| Year | Seed | Record | Finishing Round | Coach |
| 1967 | - | 2 - 1 | Elite Eight (3rd rd) | Howard Shannon |
| 1976 | - | 0 - 1 | Round of 32 (1st rd) | Don DeVoe |
| 1979 | 8 | 1 - 1 | Round of 32 (2nd rd) | Charles Moir |
| 1980 | 7 | 1 - 1 | Round of 32 (2nd rd) | Charles Moir |
| 1985 | 9 | 0 - 1 | Round of 64 (1st rd) | Charles Moir |
| 1986 | 7 | 0 - 1 | Round of 64 (1st rd) | Charles Moir |
| 1996 | 9 | 1 - 1 | Round of 32 (2nd rd) | Bill C. Foster |
| 2007 | 5 | 1 - 1 | Round of 32 (2nd rd) | Seth Greenberg |
