Joe Riley (December 14, 1923 – October 25, 1976) was a retired ice hockey player. He was born in Medford, Massachusetts. Riley helped lead Dartmouth College to two Frozen Fours during his career. He was inducted into the United States Hockey Hall of Fame in 2002. His brothers John and Bill are also in the USHOF.