To suppress the plasmonic dissipation channels, direct etching [23][24][25] and atop metal grating [12,14,15] are replaced by the patterned semiconductor substrates, [26] and the silicon oxide substrate is replaced by pristine boron nitride to eliminate electron-phonon coupling. [27][28][29] However, the monolayer graphene plasmon contribution to total absorption remains weak (<10%). [3,15,23,28,30,31] On contrast, near unity absorption by the graphene layer can be achieved near critical coupling within photonic supermodes. [32][33][34][35] Without fine tuning, coupling the guided plasmonic mode to an out-ofplane photonic resonance mode can improve graphene absorption to 25%. [24] At a bound-state-in-the-continuum (BIC), the eigen state of a photonic-plasmonic hybrid mode can be decoupled from the radiative continuum, as the radiative quality factor is not simply constrained by the plasmonic mode scattering loss channels. [36][37][38][39] As the radiative quality factor of the local photonicplasmonic mode rapidly deviates from the BIC condition, a balance between the radiation loss rate and the plasmonic loss rate can be reached, enabling critical coupling. A BIC-improved external quantum efficiency reduces the lasing threshold for both photonic and plasmonic modes, [40,41] and the power threshold for harmonic generation in 2D materials. [42] Plasmonic BICs have been theoretically explored in graphene [43,44] and silver gratings, [45] and experimentally demonstrated with large quality factors (≈145) in asymmetric gold plasmonic metasurface. [46] In this work, a graphene plasmon mode is defined by a micrometer-sized metal antenna array on a flat transparent zinc selenide (ZnSe) substrate. The spacing between the graphene plasmonic layer and the backside metal reflector determines the coupling between the in-plane guided plasmonic mode and the out-of-plane photonic cavity mode, and thus determines the features of the hybrid mode. To quantitatively evaluate the contribution of graphene, comparison of identical designs with and without graphene can provide direct evidence. More than 50% contrast in absorption spectra is observed experimentally in identical designs with and without graphene, compared to numerical simulations resulting in 80% extinction ratio contrast (excluding parasitic scattering loss). The additional layer of graphene leads to 10 3 field enhancement in the plasmonic mode. The results provide direct evidence of BIC-mediated plasmonic devices for efficient light interaction in single layer Graphene plasmonic structures can support enhanced and localized lightmater interactions within extremely small mode volumes. However, the external quantum efficiency of the resulting devices is fundamentally limited by material scattering and radiation loss. Here, such radiation loss channels are suppressed by tailoring the structure to support a symmetry-protected bound-state-in-the-continuum (BIC) system. With practical loss rates and doping level in graphene, over 90% absorption near critical coupling is expect...