my guess is the bins would be removed, but I don't know.
At any rate, the purpose of the "small rod" you speak of is to retain the bins. it slides out of the fuselage horizontally, allowing the bins to be lifted out. I suppose it would be replaced after the bins were removed, but then again, maybe not. AFAIK it served no other purpose (not structural)