Upon the formation of the surface complexes of dicyanomethylene compounds (TCNX: TCNE, TCNQ, and TCNAQ) with TiO2 nanoparticles, new visible light absorption bands appear due to interfacial charge-transfer transitions from the TCNX adsorbates to the conduction band of TiO2. The charge-transfer absorption band is significantly changed depending on the kind of TCNX. The spectral region is extended to the near-IR region with increase in the pi-conjugation length of TCNX. Density functional theory calculations using simple model compounds Ti(OH)(3)-O-TCNX- well reproduce the charge-transfer bands and the TCNX dependence and the experimentally observed vibrational spectrum of the TiO2-TCNQ surface complex. We then model the geminate electron recombination from TiO2 to the HOMO level of the TCNX moiety immediately following the charge-transfer transitions. The computed result indicates that the rate of the recombination process is significantly dependent on the kind of TCNX, increasing with the extent of the pi-conjugation of TCNX. This increase competes with the increase in absorbance under AM1.5 irradiation with the size of the system. In particular, the Ti(OH)(3)-O-TCNQ(-) model complex bolsters a much stronger absorbance versus TCNE and is predicted to result in a moderately higher recombination rate in the surface complex, whereas TCNAQ is expected to result in a much higher recombination rate versus TCNQ with an only moderate increase in absorbance.