In Lithium, 2 electrons are in the first orbit and the remaining electron is in the second orbit. This electron experiences less attraction from the nucleus due to the increased distance of the orbit. Also, the electrons in the first orbit repel the 3rd electron which further reduces the net effective force on the outermost electron.
Hence it is easy to knock off the outermost electron in Lithium when compared to Helium.