Mouse embryonic stem cells (ESCs) contain a rare cell population of "two-cell embryonic like" cells (2CLCs) that display similar features to those found in the two-cell (2C) embryo and thus represent an model for studying the progress of zygotic genome activation (ZGA). However, the positive regulator determinants of the 2CLCs' conversion and ZGA have not been completely elucidated. Here, we identify a new regulator promoting 2CLCs and ZGA transcripts. Through a combination of overexpression (OE), knockdown (KD), together with transcriptional analysis and methylome analysis, we find that Dppa3 regulates the 2CLC-associated transcripts, DNA methylation, and 2CLC population in ESCs. The differentially methylated regions (DMRs) analysis identified 6,920 (98.2%) hypomethylated, whilst only 129 (1.8%) hypermethylated, regions in OE ESCs, suggesting that Dppa3 facilitates 2CLCs reprogramming. The conversion to 2CLCs by overexpression of is also associated with DNA damage response. knockdown manifest impairs transition into the 2C-like state. Global DNA methylome and chromatin state analysis of OE ESCs reveal that facilitates the chromatin configuration to 2CLCs reversion. Our finding for the first time elucidates a novel role of Dppa3 in mediating the 2CLC conversion, and suggests that Dppa3 is a new regulator for ZGA progress.