Congress's rocky path to avoiding a government shutdown became even rougher Thursday, as Speaker John Boehner said the House wouldn't accept the spending plan likely to emerge from the Senate.

The Ohio Republican's announcement foreshadows a set of last-minute legislative volleys between the House and Senate to fund federal agencies ahead of a deadline Monday, the final day of the fiscal year.

The...