You have to file Tax Returns.
1. Check you residency status: Resident, Part-Year Resident, Non-Resident.
2. Check if your country has a Tax-Treaty with the US.
Normally you have to pay the same Tax as a US resident. But US residents can avail Standard Deductions and other benefits.