The demand for ultrafast and multifunctional all-optical modulators based on two-dimensional nonlinear optical materials is continuously growing in the era of big data and artificial intelligence. Herein, we report the experimental realization of the first, to the best of our knowledge, all-optical bipolar modulator that is based on pump intensity-dependent nonlinear absorption of Ti