Dance with someone other than your partner. This is highly encouraged because most dancers enjoy the variety of dance partners to strengthen their dancing skills. The more partners, the better.
Don't reject people, unless you have a really good excuse. Unless you are extremely tired, in general, it's polite to dance with whoever asks. If you reject someone you may want to sit it out for the rest of the night (party or event)