I am convinced now that it is Heisteria silvianii. Looking again at the great series of photos from Alex Popovkin on Flickr of Heisteria perianthomega, and it clearly looks different from mine, the flower petals as well as the leaves looking thicker and less elongated than mine..
And there are only these two species recorded in that area.