Studying abroad depends on yourself. Prepare early, and you will have a chance. In recent years, your reputation has been improving. Some of you went to the University of Iowa, the University of Colorado, the University of Tokyo and so on. Don't be unconfident. When you were a sophomore and a junior, you had already taken TOEFL and gre.
..... gpa is above 3.5, basically no problem.