Huang Binhong's research on the art of seal carving was the most outstanding among scholars of his time.His ideological stances in the study of seal art spanned fields such as pragmatic learning,epigraphy,and art.Based on pragmatic learning,he specialized in this area.Following the cataloging and classification methods in epigraphy,he meticulously classified ancient seals from multiple perspectives,including the content,function,and material of the seal inscriptions.He separately categorized pictorial seals,initiating a new approach in the history of seal classification.In his research on seal art,from the perspective of art,Huang Binhong emphasized the integration among calligraphy,painting,and seal.He deeply explored the artistic elements in ancient seals that could be applied to calligraphy and painting creation,and extended the concept of"asymmetry"in ancient seals to calligraphy and painting.