I see that that specific phrase "Their god is the belly" is from Philippians and not directly tied to Epicureans, though it wouldn't be surprising if they were the intended target
Philippians 3:19
King James Bible
Whose end is destruction, whose God is their belly, and whose glory is in their shame, who mind earthly things.)
