Cut cucumbers in half lengthwise and scoop out any large seeds. Slice crosswise into very thin slices.
Place vinegar, sugar, ginger, and salt in a small bowl; mix well to combine. Add cucumber slices and stir to coat. Refrigerate for at least 1 hour before serving.