Store Rhubarb in the refrigerator.  Wrap either unwashed stems or washed and thoroughly dried stems in a paper towel and place in a loosely closed plastic bag. 
Store in the crisper.  Change out the paper towel as needed. 

Rhubarb can also be cut into pieces and put in a zip-top freezer bag to be used in the future.