This is the default path for HostExplorer: C:\Program Files\hostexplorer
. In the mentioned directory you will find Hostex32.exe or Hostex64.exe (if you have a 64bit installed on your computer).
I have checked various websites, and found that the software keeps the same executable name even if the versions of the software are different.