Have you tried contacting the county? What about other neighbors also making a fuss about it to get someone to do something about it? You can always go the hazardous route where their property is unsafe possibly forcing the city to take action. This might just end up with them putting a fence up around the yard, but it is progress. Maybe contact whomever is in charge of your Ward, usually they take action in order to get voters in the area in their corner.