Abu Hurairah (RAA) narrated that the Messenger of Allah (ﷺ) said:
"None of you should walk with one shoe, but should either wear them both or take them both off" Agreed upon.
English reference: Book 16, Hadith 1493
Arabic reference: Book 16, Hadith 1450