N-arylsulfonyl hydrazones were a kind of stable diazo surrogates in organic synthesis. Among them, N-tosylhydrazones occupied main position in the research of carbene chemistry, and many reactions involving N-tosylhydrazones and reviews were published. In recent years, the chemical reactions involving electron-withdrawing groups (EWG)-substituted N-arylsulfonylhydrazones as milder diazo surrogates have been developed rapidly. However, these reactions were not summarized. Therefore, this review focuses on the research progress on EWG-substituted N-arylsulfonylhydrazones used as diazo surrogates in organic synthesis reactions, and emphasized the coupling, cyclization, insertion, multicomponent and Doyle-Kirmse reaction involved N-o-nitrobenzenesulfonylhydrazides and N-o-triftosylhydrazones.