Abstract The classical theory of conceptual change had changed in its development, and the guidance to practice had been questioned. This paper analyzed how the theory of conceptual change raised and expanded in several perspectives, summarized the consensus and controversial research, and pointed out that theory of conceptual change faced three challenges:Looking for proper method to search effective evidence for conceptual change; how to take successful strategies into classroom; and elaborating the connotation of "conceptual change".