Most living organisms on the earth have the circadian clock to synchronize their biochemical processes and physiological activities with environmental changes to optimize their propagation and survival. CIRCADIAN CLOCK-ASSOCIATED1 (CCA1) is one of the core clock components in Arabidopsis. Notably, it is also associated with cold acclimation. However, it is largely unknown how CCA1 activity is modulated by low temperatures. We found that the CCA1 activity is self-regulated by a splice variant CCA1β and the CCA1β production is modulated by low temperatures, linking the circadian clock with cold acclimation. CCA1β competitively inhibits the activities of functional CCA1α and LATE ELONGATED HYPOCOTYL (LHY) transcription factors by forming nonfunctional CCA1α-CCA1β and LHY-CCA1β heterodimers. Consequently, CCA1β-overexpressing plants (35S:CCA1β) exhibit shortened circadian periods as observed in cca1 lhy double mutants. In addition, elongated hypocotyls and petioles and delayed flowering of CCA1α-overexpressing plants (35S:CCA1α) were rescued by coexpression of CCA1β. Interestingly, low temperatures suppress CCA1 alternative splicing and thus derepress the CCA1α activity in inducing cold tolerance. These observations indicate that a cold-responsive self-regulatory circuit of CCA1 plays a role in plant responses to low temperatures.