Atheist: I'm not making a claim that something exists. You are. The burden of proof is on the person making the claim.
VR: I claim that the physical world exists. You deny it, and say that it is an illusion. Gosh, it looks like I've got the burden of proof. What am I going to do? Kick a stone?