Cut a square of bicycle innertube and experiment by wrapping it around your light. Rubber grabs a LOT better than plastic shrink wrap or other frictionless materials such as electrician tape.
This stuff is fantastic: http://ertape.com/
Also insulates from heat and shock and a bunch of other uses: