Quickest method to obtain tourist visa

I'm a Sri Lankan passport holder with Australian PR living in Melbourne. I would like to visit Hong Kong for a week with my family. Should I send application directly to Hong Kong or submit it to Toorak office? Do I need to hand in my passport when submitting the application? How long does it take? Is there a possibility of expediting the process. Please advise. Thank you.