Epigenetic changes, such as LSD1 dysregulation, contribute to acquired resistance in EGFR mutant NSCLCs and reduce the effectiveness of current therapeutics. To address the challenges, we herein reported the structure-based design of new LSD1/EGFR dual inhibitors, of which ZJY-54 represents the shortlisted lead compound with high potency, selectivity, and unique dual modes of action (namely irreversibly binding to EGFR but reversibly binding to LSD1). ZJY-54 effectively inhibited growth in both parent- and TKI-resistant NSCLC cells. In H1975 cells, ZJY-54 induced accumulation of H3K4me2 and H3K9me2, as well as inhibited phosphorylation of EGFR signaling. ZJY-54 showed favorable PK profiles and effectively inhibited tumor growth in the H1975 xenograft model. ZJY-54 represents the best-in-class LSD1/EGFR dual inhibitor and warrants further preclinical development for treating NSCLCs. These findings highlight the therapeutic potential of LSD1/EGFR dual inhibitors in drug-resistant cancers where EGFR and LSD1 were dysregulated.