I’ve noticed that almost every time I cast blood wave some enemies won’t get knocked back or take damage. Seems it doesn’t matter where they are positioned within the wave. It is a pure blood wave with no aspect modifications and enemies are not unstoppable.
Edit: Seems to happen more often, or only, in the Forbidden City in certain angles or positions. Not only stairs.