I tried various way to fix this problem but ended up with a dead end. My problem would be the missing "Open With" context menu items (or subitems?). It did not appear even though I hovered it for a minutes or two. Below is a screenshot of the respective right-click menu.

Note: The only problem with "Open With" is at the right-click menu (as well as FILE menu).

Edited:

The "Open With" context submenu that only accessible at the top, while the typical right click menu doesn't work.

Repaste from Comment.

I don't think it's involved with any windows files because other user in the same computer doesn't affected at all. I can see the "Open With" context submenu. I believe this must have involved with current user's registry. It happens to all files (any file types, except folder). I can only use Open With by clicking at the file and select it manually at the top of Explorer window. (Refer to the link for the screenshot)