I have the same issue too, Here is the solution that works for me:
1. Make sure that you install the 'Extension Pack for Java'
2. Click 'Java: Ready' on the bottom bar
3. Click 'Clean Workspace Cache'
this would trigger reindexing of the project, I guess, after that, Ctrl+Click should work.
Java: Clean Workspace Cache