We study the rare decays , and in the R-parity violating supersymmetric standard model. From the latest upper limits of and , we have derived new upper bounds on the relevant R-parity violating couplings products, which are stronger than the existing ones. Using the constrained parameter space, we present the R-parity violating effects on the branching ratios and the forward-backward asymmetries of these decays. We find that and could be enhanced several orders by the R-parity violating sneutrino and squark exchanges, respectively. The R-parity violating effects on the dilepton invariant mass spectra of $B^+_u\to \pi^+\ell^+\ell^-\rho^+\ell^+\ell^-$ and the normalized forward-backward asymmetry and are studied in detail. Our results could be used to probe the R-parity violating effects and will correlate with searches for the direct R-parity violating signals at the future experiments.

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