Visual Studio Code now comes with a default key binding for joining lines, Ctrl + J.
You can find all keyboard shortcuts under Preferences > Open Keyboard Shortcuts.
You can overwrite it using the UI or by providing a different key combination for the command editor.action.joinLines in keybindings.json.