This study integrates corpus-based genre analysis into a graduate EAP writing course to enhance students’ disciplinary research writing. Findings show that the approach improved rhetorical awareness, organization, and confidence, offering a practical, discipline-sensitive framework for supporting advanced academic writing and strengthening students’ understanding of disciplinary conventions.