I don't have an EZ, but I know a little about Li-Po's. It is most likely the low volt cut-off. Unlike other types of batteries running Li-Po's too low will ruin them.

You do have a couple of options to deal with this.

One option is a low volt alarm set higher than the ESC's cut-off.

Another simpler and cheaper option is to use a timer.