Farnsworth built the Time Machine allowing them to only go forwards in time, to prevent something stupid happening like Fry being his own grandfather. As the story progressed, there was actually a time period where a backwards time machine was made.
Why didn't they go on one in another universe to get that time machine to go back in time so far that it reached their own universe?