Nepal citizen living in Australia travel for a week

Please advise where to apply hk visa if I am a Nepali citizen With Aussie PR going to hk for a week to a wedding. My wife has a HK ID card who is also an Australian citizen. Could she sponsor me ? Do we lodge app in sydney ? Or mail direct to HK ? Thanks