Walk through customs with the bag on your shoulder, and say it's yours
To them, it'll sound like you're lying, especially because of your short duration.
Why don't you ship it by air to Hong Kong? Also, if you pass through Korea to HK, wouldn't you then pay tax on it AGAIN when you enter HK?