Olivia Munn and John Mulaney step out to celebrate New Year's Eve

Olivia Munn took to instagram in an elevator with beau John Mulaney. Olivia joked about taking her heels off as she donned a tiny white dress under a long black coat. John kept classy in a long black trench coat.