Swansea won 2-0 at Barnsley to keep up the pressure on leaders Norwich.
Swansea goalkeeper Freddie Woodman came out of his area early on to clear as Adeboyejo threatened.
And the forward then fired over from the edge of the area with Marc Guehi in close attendance as Barnsley applied early pressure.
Adeboyejo was making a nuisance of himself and he was in the thick of the action again, firing in a low shot from the right-hand side of the area which was saved by Woodman at his near post.
Following the resulting corner, Conor Chaplin saw his goal-bound shot blocked in a packed penalty area.
As the hosts continued to threaten, Chaplin's attempted through-ball just evaded Cauley Woodrow.
Callum Styles fired a low 20-yard drive on target but it was straight at Woodman who made a comfortable save.
However, Swansea took the lead against the run of play in first-half stoppage time when a long throw from Connor Roberts was met by a glancing header from Cabango, with the ball going inside Walton's right-hand post.
Walton was called into action at the other end, clawing away Roberts' curling free-kick.
Barnsley threw men forward in the closing stages but they were unable to find a way through.
Swansea, who stretched their unbeaten run to six matches, are now four points behind Norwich.