Hilary Duff and family enjoy a day by the pool before all cozying up in onesies for Memorial Day

She and her family enjoyed a typical Memorial Day holiday. And on Monday, Hilary Duff and fiance Matthew Koma spent their day by the pool, alongside their two children.