If they have absorbance in the UV region then yes they will. If it is not a very strong signal though, it will just lower your detection limit. Determine the maximum absorbance wavelength with a spectrophotometer. Also, determine the maximum absorbance wavelength in the mobile phase.
Also, try two different mobile phases, one buffered with a pH of 2 units above the pKa of any acidic hydrogens, and one buffered with a pH of 2 units below (if these are also in safe operating conditions of your column). I.E., optimize the absorbance for your compounds by either removing all the acidic hydrogen's or having them all there.