Creeping charlie plants are usually easy to grow. If the leaves are falling off, your plant might need nutrients. Fertilize with proper household fertilizer. Charlie prefers moist soil, so give it plenty of water. Don't make it soggy. The leaves also might be falling off to make way for new leaves.