In the first part of the 2007–08 season, Vukojević appeared in all of Dinamo Zagreb's 12 European matches that season, making six appearances in the UEFA Champions League qualifying and further six in the UEFA Cup. He scored one goal apiece in Dinamo's home matches against Domžale and Werder Bremen in the UEFA Champions League qualifying as well as both of their goals in the UEFA Cup group stage, netting the equaliser in a 2–1 away defeat at Brann and the opening goal in a 1–1 away draw at Rennes.