It's not so clear cut. The Republicans may be trying to put breaks on the never ending money drain that this project was. FWIW Trump looks to be very pro-High speed rail in general [1] esp as he is going to be pushing through his proposed 1TB infrastructure overhaul.
https://www.cnbc.com/amp/2017/02/03/abe-says-japan-to-show-u...