if I change my name will my father have to stop paying child support?

Hi I am 19 years old and my parents are separated not divorced though. I have wanted to legally change my name for a while now and I know I can legally do it with out my fathers permission because I am an adult, but I am a full time college student and the State if New York requires that he still pay child support for me and have me on his health insurance. My mother is concerned that if I change my name he wont have to pay child support anymore. So basically my question is: if I change my name will my father have to stop paying child support?