Jahmir Young scored 22 and Hakim Hart notched a career-high eight assists in the Terps' win.
Reese scored 19 points in the Terps' loss to Purdue, his career high in a Big Ten game.
Jahmir Young scored a game-high 26 as the Terps split the regular-season series with the Wolverines.
The Terps picked up their second conference victory of the season.
The Terps committed a season-high 20 turnovers in the loss.
Julian Reese and Pat Emilien both fouled out while Michigan center Hunter Dickinson scored 32 points Sunday.
The Terps overcame a strong showing from their in-state adversary.
The Terps coasted to a comfortable victory following an extended break.
Johnston was selected by New York City FC in the first round, Rindov was selected by Sporting Kansas City in the second round and Hunter George was selected by San Jose Earthquakes in the third round.