$ sudo apt-get remove fuse 

Uninstall fuse including dependent package

If you would like to remove fuse and it's dependent packages which are no longer needed from Ubuntu,

$ sudo apt-get remove --auto-remove fuse 

Use Purging fuse

If you use with purge options to fuse package all the configuration and dependent packages will be removed.

$ sudo apt-get purge fuse 

If you use purge options along with auto remove, will be removed everything regarding the package, It's really useful when you want to reinstall again.

$ sudo apt-get purge --auto-remove fuse 

See Also,