As the most attractive and fastest growing fluorescent sensing materials, metal-organic compounds have demonstrated great potential for the detection of various types of chemicals. Two fluorescent phosphonate complexes(2) with diverse structures were designed and synthesized for this purpose from ((2'-cyano-[1,1'-biphenyl]-4-yl) methyl)phosphonic acid (H 2 L) and copper ions with various valence state under solvothermal conditions. The structures of 1 and 2 are determined by single X-ray crystal diffraction, and further characterized by elemental analysis, IR, TGA and PXRD. The two complexes demonstrate diverse properties on sensing Fe 3 + ions, ketone and some antibiotics, and the according detection limits are obtained, indicating which could be applied as a fast, recyclable, and multi-responsive fluorescence sensor. The sensing activity diversity between 1 and 2 toward different analytes was also discussed based on the possible sensing mechanisms to further explore the possible factors affecting the sensibility of the materials.