No it is not. For example...day is the common noun for Sunday and Sunday is the proper noun for day. There is no proper noun for the word easy, Therefore it is not common.
The word easy is not a common noun because easy is an adjective or an adverb according to many dictionaries. For example: Try the easy way. Easy in this sentence is an adj.