  In this letter, we bootstrap the 4-point correlators on the 1D celestial
circle using 3D symmetries in the Aharony-Bergman-Jafferis-Maldacena theory as
constraints. We find that the dual inversion property is strong enough to
replace the crossing symmetry condition (or cyclic invariant condition) when
bootstrapping. We also give some results about the conformal block expansion
coefficients which contain the spectrum and the leading multi-OPE of this
celestial CFT. Furthermore, we find a non-local 2-particle operator from the
multi-OPE at the leading OPE. Although we studied a specific theory, the
methods used are valid for general cases. Finally, we try to find how the
relations between the Grassmannians of $\mathcal{N}=4$ super Yang-Mills theory
and the Aharony-Bergman-Jafferis-Maldacena theory with reduced supersymmetry
are realized on the celestial sphere in the four-point case.
