INTRODUCTION: EZH2 forms the PRC2 complex with SUZ12 and EED. As a crucial catalytic subunit of PRC2, EZH2 modifies histone H3K27 via its SET domain, resulting in chromatin condensation and suppressing the transcription of related target genes. EZH2 not only functions in PRC2-dependent transcriptional repression but can also activate gene expression in PRC2-independent circumstances or regulate the activity of downstream genes via its own activating mutations. On the basis of the critical role of EZH2 in cancer, the development of inhibitors targeting EZH2 provides a new strategy for cancer therapy. AREAS COVERED: The purpose of this review is to summarize the molecular mechanisms of EZH2 inhibitors and emphasize the research progress on EZH2 inhibitors published in the patent literature in recent years. The literature and patent databases of PubMed, Web of Science, SCIFinder, WIPO, USPTO, EPO, and CNIPA were combined to search for more effective EZH2 inhibitors. EXPERT OPINION: Recently, a wide range of structurally diverse EZH2 inhibitors, particularly EZH2 degraders, have been identified. These EZH2 modulators have demonstrated significant potential in treating various diseases, with cancer being a primary focus. The development of small molecules targeting EZH2 with distinct pharmacological effects is poised with numerous opportunities.