It’s not likely, nor worth it, not would it be good for the plant.
There’s really no good reason to do it anyways. There are a number of fantastic quinces with small leaves. Look for chojubai or Toyo Nishiki, just for starters, if you want a really nice quince with small leaves.
Check out
Evergreen Gardenworks for some ideas
Cheers
DSD sends