#Mathematica, 108 bytes
Mathematica, 108 bytes
a=#~FromDigits~2+1&;Last@PadLeft[IntegerDigits[#-1,2]&/@FindPath[HypercubeGraph@Length@#,a@#,a@#2,∞,All]]&
Input:
[{0, 0, 0, 0}, {1, 1, 1, 1}]
Output:
{{0, 0, 0, 0}, {0, 0, 0, 1}, {0, 0, 1, 1}, {0, 0, 1, 0}, {0, 1, 1, 0},
{0, 1, 0, 0}, {0, 1, 0, 1}, {1, 1, 0, 1}, {1, 0, 0, 1}, {1, 0, 0, 0},
{1, 1, 0, 0}, {1, 1, 1, 0}, {1, 0, 1, 0}, {1, 0, 1, 1}, {1, 1, 1, 1}}