When you ride "once or twice a week" how far/long do you ride? What is your average speed for the ride?
Lose weight
Ride more
Strength to weight ratio is one key in climbing as well as practicing over and over.
If you want to be able to climb with any sort of speed and power you are going to have to lose weight, ride more and longer/harder than you do now and work the hills more.