new student; newly enrolled student
Refers to a student who has just entered a school or institution. Often used in contexts like entrance ceremonies or orientation.
A welcome party for the new students was held.
This year's new students are very energetic.
Compound of 入学 (にゅうがく, 'entering school') + 生 (せい, 'student').