I recently found that the name of this flower is called Ipomoea Cairica. It's one of the varieties of morning glory. The one that we having in our backyard is the common type of it.
These vines are very resilient, If I simply leave them for a month then it would probably cover the whole of our backyard. That's how fast they propagate and grow.