That is what I usually do:
During check-in, tell the GA if you wish to check through all the way to your destination or connecting airport. If you choose to collect at your connecting airport, you need to tell the GA at the outgoing flight gate and they will tag it for you and handle it. I know its a lot of stress traveling with baby but Cathay is doing pretty good in accommodating that especially in HKG.