Where HSR is feasible and built out in the US, it gets used. The problem is, HSR isn't feasible for the most economically important routes in the US.
You can get from London to Paris in 3 hours on a train, and from Paris to Frankfurt in about 5. Almost as a rule, the most economically central European cities are closer to each other by rail than the most important American cities are --- excepting the Eastern Seaboard, where we have rail --- by air.