Can I connect an Arduino wifi module directly to my android phone?
A phone running in wifi tethering (mobile hotspot) mode is no different to a wifi access point or router. So yes, you can use that.

Chances are though that you will need a mobile internet connection in order to activate mobile hotspot mode in the first place.