Yup, GPO "Giant Pacific Octopus"
Yes we have slang for other species. For example, we commonly refer to the Hexanchus Griseus as the "Six Gill".:D
And the Rhamphocottus richardsoni is a Grunt. The Grunt Sculpin is also frequently referred to as the "Spastic of the Sea". If you ever saw one...