It doesn’t go back to 1.1.0. But @50Wliu on atom/atom told me to use https://github.com/atom/atom/releases/tag/v1.1.0 which apparently can load any version.
Edit: I see now that the releases page has a next button to continue back in time. That was not obvious. It should say “next page”.