It is not just a HK thing. We are in Australia atm and we are luky if we see the moon once a week because it is behind clouds all the time. I guess at some point it comes out but never while the kids are awake! They love "moonee".
I remember seeing them when living in DB. Again, you just have to pick the time of day I guess. I didn't see them that often but I did see them.