Photoacoustic agents have been of vital importance for improvingthe imaging contrast and reliability against selfinterference from endogenous substances.H erein, we synthesized as eries of thiadiazoloquinoxaline (TQ)-based semiconducting polymers (SPs) with ab road absorption covering from NIR-I to NIR-II regions.A mong them, the excited s-BDT-TQE, ar epeating unit of SPs,s hows al arge dihedral angle and narrowa diabatic energy as well as low radiative decay, attributing to its strongly electron-deficient ester-substituted TQ-segment. In addition, its more vigorous molecular motions trigger ah igher reorganization energy that further yields an efficient photoinduced nonradiative decay, which has been carefully examined and understood by theoretical calculation. Thus,B DT-TQE SP-cored nanoparticles with twisted intramolecular charge transfer (TICT) feature exhibit ah igh NIR-II photothermal conversion efficiency (61.6 %) and preferable PA tracking of in situ hepatic tumor growth for more than 20 days.This study highlights aunique strategy for constructing efficient NIR-II photoacoustic agents via TICTenhanced PNRD effect, advancing their applications for in vivo bioimaging.