I'm going to bang on the ceiling this morning and play music to drown out the upstairs tenants.
What have your upstairs neighbors done?
They party all that time, and sometimes they smoke drugs in the house.
That's really unfortunate to have neighbors who don't care about you, but have you tried talking to them? Escalating the situation by irritating them with noise might not achieve the goals you hope it will.
We are so tired, they don't need to be up late.
What they are doing it totally wrong. You can call the police and make a noise complaint. IF they keep it up they could receive a ticket and give your landlord a legal reason to evict them.