I don't hand quilt and seldom mitre borders, but here are some thoughts.
Starch, as suggested.
Stay-stitching.
Make the corner bigger than necessary and don't trim until after you quilt it.
Put a narrow layer of fusible just inside the seam allowance.
I'm sure there must be other suggestions. I don't know whether any of them would actually work for you or not.