| Gene Harlow | |
| Birth Date: | 8 March 1919 |
| Birth Place: | Alabama, U.S. |
| Death Place: | Wake County, North Carolina, U.S. |
| Player Years1: | 1939–1940 |
| Player Team1: | Vanderbilt |
| Player Positions: | Fullback, guard |
| Coach Years1: | 1945 |
| Coach Team1: | Alabama (assistant) |
| Coach Years2: | 1946–1950 |
| Coach Team2: | Idaho (assistant) |
| Coach Years3: | 1951 |
| Coach Team3: | Oregon (line) |
| Coach Years4: | 1952–1953 |
| Coach Team4: | Tulane (line) |
| Coach Years5: | 1954 |
| Coach Team5: | Murphy HS (AL) (line) |
| Coach Years6: | 1955–1957 |
| Coach Team6: | Arkansas State |
| Overall Record: | 15–12 |
Gene Mitchell Harlow (March 8, 1919 – December 31, 1998) was an American football player and coach. He served as the head football coach at Arkansas State College, now Arkansas State University, from 1955 to 1957, compiling a record of 15–12.
He is buried in Florence, Alabama.