Ramirez held off a defender in the area before tucking the ball past Genoa keeper Mattia Perin in the 24th minute to put the visitors ahead.
Quagliarella doubled the lead six minutes from time to leave Genoa second from bottom on six points.
(Reporting by Julien Pretot; Editing by Toby Davis)
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