Yep. Pretty much this.
Start parking your stuff in front of his house for days on end.
One of my douche bag neighbors parked his truck in front of my house and overlapped my driveway about two feet. I just backed out around it because I didn't feel like dealing with the idiot. If it wouldn't have hurt my vehicle, I would have just backed into his and waited to see what the cops would do.