Liquid O2 aka oxygen is a common and cryogenic oxidizer. Loading cold liquid fuels also has benefits like lower volume, but few things stay liquid at cryogenic temperatures.
PS: When dealing with rockets oxidizer is also a fuel because they need both it and something to burn.