Suddenly a man joked to you and said, why don't you just marry me! What do you mean?

I think he's joking. Speak your mind! As you said, he has told you this before, and now he says that although he already has a girlfriend, he is just not sure what you think and whether you like him or not. What he wants to express is that he likes you!