Substitute Liam Miller scored the only goal with three minutes left as Steve Clarke's team came out on top on a wet and windy evening in Paisley.
The result moves Kilmarnock to within a point of third-placed Aberdeen while St Mirren remain one point behind Dundee at the foot of the table.
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