Substitute Vicente Sanchez scored for the hosts with his first touch after 64 minutes, only to see Grafite equalise 10 minutes later.
The Brazilian then powerfully converted a penalty with six minutes remaining for his fourth goal in three games, giving Wolfsburg their fourth straight win which takes them to seventh.
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