As others have said, you need to break down the outer layer of rubber. I had the same issue with the original ABS versions of the shoes. The rubber eventually deteriorated to the point where I couldn't rejuvenate it enough.
Another option is to have a cobbler add a thin rubber piece to the bottom to give you a new surface.