Are the patents obtained during graduate school useful for the Ph.D. examination?

It is helpful for interviews during the Ph.D. examination period. The key is to see the degree of your participation in the patent. If you just add a name, and the doctoral supervisors all know it, it won't be of much help. If you are one of the main inventors, this can better prove your research capabilities, which can give you an advantage.