Imine‐based microporous covalent organic frameworks, TATAE were synthesized from condensation of 4,4′,4“‐(1,3,5‐triazine‐2,4,6‐triyl)tribenzaldehyde and 1,4‐diaminobenzene, followed by Pd(OAc)2 was incorporated on TATAE (Pd/TATAE). The as‐synthesized Pd/TATAE was thoroughly characterized by Fourier Transform‐Infrared Spectroscopy, 13C CP‐MAS solid state nuclear magnetic resonance, powder X‐ray diffraction, X‐ray photoelectron spectroscopy, thermo gravimetric analysis, scanning electron microscopy and transmission electron microscopy. The Pd/TATAE was employed as a solid catalyst for Suzuki‐Miyaura coupling reactions in an environmentally benign water medium at room temperature, which exhibited a good catalytic activity with excellent yield. In addition, the heterogeneous nature of the catalyst was checked by Shelton test, this catalyst can be recycled more than four times with only a minor loss of its catalytic activity.