Here's a wider image. This is sometimes called bamboo by people who are not familiar with bamboo. The heavy jointed stems can give that impression, if you ignore the leaves and flowers. I guess I'm being a plant snob. Go ahead and call it bamboo. That name is certainly more fun than Japanese knotweed.