This is an irregular verb. It is a highly irregular verb.
Preterite:
Fuimos a verla ayer.
We went to see her yesterday.
Imperative:
Vayan sin mí.
Go ahead without me.
Present Subjunctive:
Quiero que vayas a París conmigo.
I want you to go to Paris with me.