While proteasome inhibitors such as bortezomib showed satisfactory clinical benefits in the initial treatment of multiple myeloma (MM), drug resistance and relapse are unavoidable. Recent studies suggested inhibition of histone deacetylases (HDACs) restored sensitivity of bortezomib-resistant MM. Hence, we designed dual inhibitors targeting both HDACs and proteasomes to address the resistance of bortezomib. The most potent inhibitors, ZY-2 and ZY-13 showed excellent inhibition against proteasome and good selectivity against HDACs. In particular, ZY-2 not only exhibited good antiproliferative activities on the MM cell lines RPMI-8226, U266, and KM3 (IC50 values of 6.66, 4.31, and 10.1 nM, respectively) but also showed more potent antiproliferative activities against the bortezomib-resistant MM cell line KM3/BTZ compared with bortezomib (IC50 values of 8.98 vs. 226 nM, P < 0.01) and even better than the combination of the HDAC inhibitor MS-275 and bortezomib (1:1) (IC50 values of 8.98 vs. 98.0 nM, P < 0.01).