The fluorescence lifetime is connected to the Einstein coefficients for emission which, in turn, are connected to the frequency and also oscillator strengths (sometimes also reffered to as transition dipole moments):
Assuming your nanoparticles have the same absorption frequency as those you are referring to, the most straightforward interpretation would be that they have a higher oscillator strength.