The noodle bar is probably not open in the early hours of morning (until around 11 a.m., I think) but I'm sure it is open when you are back from CTS.
If u have access to the F lounge, your luggage is safe, more or less. In the buz. section of the lounge, I would think you would have to just leave in a left-baggage section where no one is attending to.