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| Year | Seed | Record | Finishing Round | Coach |
| 1981 | 11 | 1 - 1 | Round of 32 (2nd rd) | Jim Calhoun |
| 1982 | 11 | 1 - 1 | Round of 32 (2nd rd) | Jim Calhoun |
| 1984 | 11 | 1 - 1 | Preliminary Round (7th rd) | Jim Calhoun |
| 1985 | 14 | 0 - 1 | Round of 64 (1st rd) | Jim Calhoun |
| 1986 | 13 | 0 - 1 | Round of 64 (1st rd) | Jim Calhoun |
| 1987 | 14 | 0 - 1 | Round of 64 (1st rd) | Karl Fogel |
| 1991 | 16 | 0 - 1 | Round of 64 (1st rd) | Karl Fogel |
