I don't think there is a concept for mouse rider, but it does sound interesting to combine the words together. One might look at it and say it is not a good combination but then it is best to try out what has not been done before.
Of course, you cannot literally ride a mouse being human, so literally it does not mean anything peculiar but the expression can derive a meaning from similar things.
You can also participate by clicking here
