Hypoalbuminemia is associated with poor nutritional status and inflammatory response in infectious diseases. It is commonly observed in COVID-19 patients. The aim of this study is to assess the association of serum albumin with hospitalization and mortality in dialysis patients with COVID-19. We retrospectively collected 250 dialysis patients, with and without COVID-19. Demographic characteristics, clinical symptoms, and laboratory tests on admission or the confirmation of COVID-19 were collected. Univariate logistic regression model was used to evaluate the association of various factors with hospitalization and death in these patients. A total of 250 patients were included between December 1, 2022, and February 1, 2023, in our dialysis center. Among them, 218 were dialysis patients with COVID-19, and 32 were without COVID-19. Ten patients died due to COVID-19, and 8 patients had clinical data. In dialysis patients with COVID-19, a significant difference in serum albumin levels was observed between outpatients (37.28 ± 4.01 g/L) and hospitalized patients (33.42 ± 3.82 g/L), as well as between survivors (37.12 ± 4.07 g/L) and non-survivors (31.92 ± 2.52 g/L). Univariate logistic regression showed that the reduced albumin levels were associated with an increased risk of hospitalization and mortality in dialysis patients with COVID-19. Our study revealed that reduced serum albumin is associated with an increased risk of hospitalization and mortality in dialysis patients with COVID-19. Low serum albumin levels suggest a poor prognosis and nutritional support may improve clinical outcomes.