If your copy of Excel is part of a Microsoft 365 subscription, there's a quick and simple way you can clear out the program's cache. Click the File tab at the top-left of the window.

Change the Show this number of Recent Workbooks, Documents,Presentations setting, to increase or decrease number of Recent files in Word, Excel, PowerPoint.