What are you playing on? (PC, Android, or an actual modded PS2 console?)
Open PCSX2, click on CDVD > ISO Selector > Browse , and select your extracted Guitar Hero 2 ISO. Configure Your Controller: guitar hero 2 ps2 iso highly compressed full