What is the best way to describe someone who is very social in a party?

An almost exact English equivalent is social butterfly.

Note how the etymology mirrors the Chinese expression:

Definition: a very sociable person who flits from one social event to another

Etymology: likened to a butterfly flitting between flowers


You could also say (s)he's the life of the party


They could be described as gregarious.

http://en.wiktionary.org/wiki/gregarious