What to do if your parents refuse to get rid of the junk food in the house?

It costs to be boss. Unless you are paying the bills and buying the food, then you cannot make demands about what is kept in the house. You cannot control anyone but yourself so either resist the temptation or happily count down the days until you are out on your own.