If I erase my iPhone, will my information remain in the cloud?

If you use the Erase all Content and Settings option on the iPhone directly or restore it to factory condition through iTunes or Finder on a computer then yes, anything synced or backed to iCloud will remain there and can be accessed when you log in to the iCloud account again.

You can go to https://icloud.com to verify what is being synced to iCloud.