Most oven incorporate some type of flux management system. They are either standard or optional features of an oven. Look to make sure this feature is present and operating correctly to the manual. Heated flux will remaining in the oven environment until they reach a temperature that allow them to condensate.
Typically, if you open your oven and see flux residues they will be attached to the coolest surface. Sound like something is wrong with the oven or not being maintained well, or good enough, most likely the latter of the two.
Paste "staining" ?? Does not sound correct. First check that your thermal profile is with in the manufacture thermal windows and requirements for the paste. This is done by completing a profile of the assembly.
Some residues will remain with most pastes. If you are within the thermal boundaries of the paste specifications and you still would like less residue, consult your paste manufacture. They most likely have a better match for you.