Try using a different USB cable or USB port just to check that the unit is getting adequate power from the computer. If that doesn't resolve it, you might try a MIDI monitor app to see if the slider is registering signal across the movement as it could be dirty contact or a failing component.
Serato DJ Lite doesn't have the ability to MIDI remap, so that wouldn't be the issue here.