Sponsored Topics. Rusk is a city in Cherokee County, Texas, United States. The population was 5,085 at the 2000 census. It is the county seat of Cherokee County. Rusk is located at 31°47′54″N 95°09′00″W / 31.798254°N 95.149865°W / 31.798254; -95.149865.