Abstract: This is a survey about Robert MacPherson's work in arithmetic groups. We discuss two of his collaborations: (i) his work with Mark McConnell on explicit reduction theory for Siegel modular threefolds, and (ii) his work with Lizhen Ji on geometric compactifications of locally symmetric spaces.