If you arrived to find your group significantly smaller than expected, or no one else showed up, wait a few minutes before leaving — other guests may be running slightly late.
If the situation doesn't resolve, contact support through the Help Form. Include the event date and city, the venue name, and the number of people who were there (or that no one came).