Professors depend on grant money and they need to push out papers to be competitive in grant applications. The vast, vast majority of work in research is done by grad students. Without students, professors would have to do everything themselves or compete with industry for talent they can't afford.

Students by contrast need professors for training and advice. Whether they receive these from their advisor depends on the lab. In bigger labs junior students learn more from senior students and post-docs than professors.