If they ask you to go, would you like to go?
If no, just say so; if yes, then change your hair style and go. Some people change their minds very quickly; others forget things even quicker.
Once you meet somebody you think you have met before, but they look like they don't know you, pretend you don't know them. If they seem to think what you are thinking, tell them you are back for the challenge.