Two thoughts on the subject:
If a solipsist kills himself, is it suicide or genocide?
If you kill a solipsist, does that count as suicide?
My thought on this one is that it depends on your own philosophy – If you agree with the solipsist in question, that the whole of reality is what they perceive, then yes.