Chinese Box - Jeremy Irons (1997) - Hung Shing Temple, Queen's Road East

Conveniently, the next scene was filmed almost directly opposite Tai Wong Street West. It features the Hung Shing Temple that sits along Queen's Road East. Gong Li goes there to make some offerings in the outside furnace.

You can see the brown placards (second picture right hand side), the furnace and pillars in the Streetview picture below.