Aribo featured for 90 minutes for Rangers but Eagles teammate Leon Balogun was not in Rangers squad for the game.
Leverkusen progressed into the quarter-final 4-1 on aggregate after winning the first-leg 3-1 in Scotland.
The German side will bow face Serie A giants Inter Milan in the last eight.
In the other round of 16 tie that was played on Thursday, Sevilla beat AS Roma 2-0 in a one-legged game.
Sergio Reguilon opened scoring for Sevilla on 22 minutes before Youssef En-Nesyri doubled their lead on 44 minutes.
At the Molineaux Wolverhampton Wanderers beat Olympiakos 1-0 to advance into the quarter-final.
A ninth minute penalty from Raul Jimenez saw Wolves qualify 2-1 on aggregate and they will take on Sevilla.
And Swiss club Basel pip Eintracht Frankfurt 1-0 to go on to the next round 4-0 on aggregate.
The quarter-final matches will be played on 10 and 11 August 2020.
Europa League quarter-final fixtures:
Shakhtar Donetsk vs Basel
Man United vs Copenhagen
Inter Milan vs Bayer Leverkusen
Wolves vs Sevilla
By James Agberebi
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