I\'m able to connect to my phone using adb connect, and I can adb shell also.
But when I go to Run->Device Chooser, there are no devices there.
What should I
All of the answers so far, is missing one VERY important step, otherwise you will get "connection refused" when trying to connect.
Step 1: First enable Developer Options menu on your device, by navigating to the About menu on your device, then tapping the Build menu 5 times.
Step 2: Then go to the now visible Developer Options menu and enable USB debugging. Yes its a bit odd that you need this for Wifi debuging, but trust me, this is required.
Step 3:
adb connect [your devices ip address]
It should say that you're now connected