Desert Climates mean hot days and cold nights, so the only time to camp in Death Valley without freezing through the night is in the summer!
We stayed at Wildrose Campground just because it is easy to reach and free (the payment system used out there doesn't always work) and the nights were actually quite pleasant. Days, on the other hand, were hot!