Avoiding road tires which collect grit
I tend to agree with @amcnabb, softer rubber will stick to asphalt better, but it's going to collect lots of junk. However soft tires will also live less than harder slicks, so anyway it's the balance between grip and durability. If you are not that worried about gripping the road in crazy turns, just search for harder rubber slicks.