Two years is not a big age difference and neither of you is of legal age while the other is underage. It is possible people may look down on you for dating someone still in middle school while you are in high school, but it's your happiness and your relationship. As long as you find compatibility with her then it shouldn't matter how others perceive your relationship. Don't sacrifice a good relationship just because you may get "looks" over it.