The given sentence is in passive voice and the sentence is in present perfect tense.
In active voice, the sentence becomes – They have invited me to their house.
In present perfect form, the form of the verb remains the same which is past participle. So, ‘invited’ remains same and ‘have been’ is replaced by ‘have’.