Green’s Dictionary of Slang

(US campus) wherever one is currently situated (see also blow this popsicle stand under blow v.¹

1970		Current Sl. IV:2 8: Popsicle stand, n. Dormitory.
1986		Eble Campus Sl. Nov. 6: popsicle stand – current location: Let’s blow this popsicle stand.
1997		J. Birmingham Tasmanian Babes Fiasco (1998) 213: ‘Well, let’s blow this popsicle stand,’ said Taylor.