While Ozil made a £42.4m move to the Emirates, Higuain led a summer exodus to Napoli, with Albiol and Callejon deciding to join Rafael Benitez in Serie A.
The German international has used Twitter to convey his excitement at a reunion with the trio, but warned them not to expect any favours in the Group F encounter.
He tweeted: "Looking forward to meet on tuesday Higuain, Albiol and Callejon. But: sorry. We have no presents... #championsleague #ucl"
The 24-year-old has won four successive games since joining Arsenal, while Benitez is also unbeaten at Napoli so far this season.