WASHINGTON—New House Speaker Paul Ryan struck a confrontational stance with the Obama administration Tuesday, setting the stage for showdowns over domestic spending and national security matters as Congress works to wrap up business for the year.

Mr. Ryan, speaking at The Wall Street Journal CEO Council annual meeting, said a spending bill needed to avoid a government shutdown in December must include Republican policy measures, injecting fresh drama into the year’s final budget fight.

He...