Oscar Bobb assisted Harry Wilson for the opener, and Alex Iwobi doubled the lead before the break. Richarlison hit the post and scored a late goal, but it wasn't enough to secure a point.
Fulham remain in 10th place, while Tottenham fight for survival with just four points off the relegation zone and a Champions League quarter-final against Atletico Madrid looming.