This version of the Android Support plugin for IntelliJ IDEA (or Android Studio) cannot open this project, please retry with version 4.1 or newer.

我用的插件版本比较低，升级Android Studio到4.1版本后得到解决。

解决办法：升级IDE到最新版本。