a J boarding pass on CX will suffice for lounge entry into any CX lounge if you have used your invitation at one of the other lounges.
in fact, it works at the QF/BA lounge also.
I recently visited the bridge in june and it was a nice lounge. I missed the dan dan min...it's tasty.