Yelich is an alternate spelling of the Croatian and Serbian surname, Jelić. Notable people with the surname include:

Christian Yelich (born 1991), American baseball player Lynne Yelich (née Zdunich, born 1953), Canadian politician Sonja Yelich (born 1965), New Zealand poet of Crotian origin Lorde (born Ella Yelich-O'Connor, 1996), New Zealand singer, daughter of Sonja

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