Hemlock Creek may refer to:
- Hemlock Creek (New York), a stream in New York
- Hemlock Creek (Fishing Creek tributary), a stream in Pennsylvania
- Hemlock Creek (Yellow River tributary), a stream in Wisconsin
- Hemlock Creek (Lake Erie), a watershed administered by the Long Point Region Conservation Authority, that drains into Lake Erie