If your game shows up in the list but refuses to launch, it might have a corrupted Game ID header.
You can "fix" original design limitations of the game using homebrew patches: Black Screen Fix on USB Loader GX, Wiiflow and CFG Loader! mario party 8 wii ntscwbfs fix