There are several ways to do that, but you can simply use XSL transformation (junitreport option)
as suggested by this answer How can I generate an HTML report for Junit results?
I would also suggest to consider the possibility to use TestNG, please find out all details here https://stackoverflow.com/questions/12768214/testng-or-junit-in-java/12768737#12768737