I am a holder of Uzbekistan Passport who is currently residing in South Korea

You can apply for it from the embassy of China in Korea. You need to provide those documents: the application form, a passport-style photo, proof of your financial support, copy of your passport, flight arrangement, accommodation reservation, and your travel itinerary.