Purpose: Tobacco smoking has been demonstrated to cause significant adverse health effects and economic losses, but the effectiveness of smoking cessation varies greatly by age and country. The study aims to examine the relationship between smoking patterns and health- related quality of life (HRQOL) in young male adults in Taiwan and whether HRQOL dimensions affect the relationship. Methods: This longitudinal study recruited its subjects from the Landseed Integrated Outreaching Neighborhood Study (LIONS) dataset. Inclusion criteria include: male adults aged 30-44 when enrolled in LIONS during 2006-2010 and with smoking data available in three different years during 2006-2014. The Taiwan version of the 36-item Short-Form Health Survey was employed to measure subjective HRQOL, and a structured questionnaire was used to collect other covariates (e.g., education, marital status, exercise, psychiatric disorder, numbers of significant diseases and specific medicine). With initial HRQOL and non-smoking covariates controlled, a linear multiple regression model was developed to explore the relationship between smoking patterns and HRQOL (including two summary scores and eight construct scales) at a later stage. Results: The study recruited 461 subjects with a mean age of 38 years and an average length of education of 12.3 years. 19.4% of the subjects lived alone, 59.5% exercised regularly, and 23.5% experienced mental disorders. On average, they suffered from 1.07 chronic diseases and took 0.08 kind of specific medicine. During the follow-up, 249 subjects (54.0%) remained never smoking or in smoking cessation, 139 (30.2%) continued to smoke, 55 (11.9%) recently quitted smoking, and 18 (3.9%) became smokers. Compared to those never-smokers or persistent ex-smokers, recent smoke quitters were lower in physical component summary (β=-1.73, p<0.05) and physical functioning (β=-3.16, p<0.01) scores, but persistent smokers had better general health (β=3.91, p<0.05). Additionally, regular exercise, mental disorder, and number of specific medicine exerted varying influences on HRQOL. Conclusion: Young male adults appeared to perform poorer in smoking cessation than their older counterparts due to their different recognition of the relationship between smoking and health. Future strategies of promoting smoking cessation should therefore be modified in response to the top-rated health concerns of smokers in different age groups so as to help improve motivation and efficacy.