How to stop a snowballing Aatrox?

He was maintained, but after they barely managed to win a teamfight, he was out of control, we were literally unable to kill him, we blew everything we had, got him low, and then he was full hp again after his cooldowns were up again. How do you deal with him once he gets to that point, grevious wounds did not really seem to do the trick.
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