When my clients do that, I don't remove the Sch E, but I stop all depreciation on the date they moved back. Taxwise won't attach it if there isn't income and expenses. I just have to be sure it's clear.
That way, if they decide to sell, you'll have that record of depreciation for recapture.
I'm sure others will chime in on this.