I have been unable to find my paternal grandparents, Joseph and Minnie
GELLER and my dad, Albert, in the 1925 New York State 1925 Census.

I believe they had moved >from Manhattan to the Bronx at that time.
I've found them in the 1915 Census and all the Federal Census.

I have tried just searching on given names, but no results.

Is it possible they were missed or that they weren't home?

Jackie Wasserstein
East Meadow, New York