Do I need a sperate visa for China if I already have one for HK?

You need a seperate single entry F type for your conference in China mainland. The F is suggested to be applied in advance at your local nearby consulate/embassy in advance with your valid passport, an application form with a recent taken photo and an invitation letter from the meeting.