'The Adventure of the Yellow Face' is a Sherlock Holmes short story by Sir Arthur Conan Doyle, first published in The Strand Magazine in the UK in February 1893 and later in Harper's Weekly in the US. Part of The Memoirs of Sherlock Holmes collection, the story is notable for Holmes making an incorrect deduction, a rare occurrence in the series. The narrative follows Holmes as he investigates a mysterious visitor and uncovers a deeply personal and unexpected secret, highlighting themes of family and acceptance.