The Greyhounds won the MAAC Championship to earn the automatic bid into the NCAA tournament twice. The first time was in 1993–94 with an 80–75 win over Manhattan at Knickerbocker Arena and Tracy Bergan earning conference tournament Most Valuable Player (MVP) honors. This was also Skip Prosser's only campaign as the program's head coach.
In 1993–94, the Greyhounds won their second MAAC championship by defeating Manhattan with a score of 80–75 at Knickerbocker Arena. Tracy Bergan was named the conference tournament Most Valuable Player (MVP). This victory also marked Skip Prosser's sole season as head coach.