Yeah - I used to drive that way Tue/Thur/Sat/Sun and would stop for hitch hikers.
I'd suggest getting there early, rocking a sign and standing in front of an easy place for the car to pull over (parking lot, road, gas station, etc).
The biggest deterrent to picking up a hitchhiker is a shady place to stop.