How can I stop my gay boyfriend to argue with me all the time?

Apart from love, a relationship also comes with the word "Trust". Apparently he doesn't trust you and therefore his love for you is also in question. Sit him down and seriously set the record straight on what all the misconceptions he had on you. Otherwise, the relationship is not worth it and it is about time you move on.