Athletic Director Thomas Boeh says McCaughey has left the program.
The rest of the Bulldog men's basketball team took their first official team picture with head coach Rodney Terry.
Fresno State has struggled through a road-heavy schedule, including getting swept on the road last week at Utah State and Idaho.